Conference

• International Conference on Machine Learning (ICML) Online 2008

• Conference on Uncertainty in Artificial Intelligence (UAI) Online 2008

• Conference on Learning Theory (COLT) 2008

• International Joint Conference on Artificial Intelligence (IJCAI) Online 2009

• AAAI Conference on Artificial Intelligence (AAAI) 2008

• ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) 2008

• International Conference on Artificial Neural Networks (ICANN) 2008

• European Conference on Machine Learning and Principles (ECML) 2008

• International Conference on Computer Vision (ICCV) 2009

• Conference of the International Association for Pattern Recognition (ICPR) 2008

• Conference on Neural Information Processing Systems (NIPS) Online 2008

• IEEE International Conference on Data Mining (ICDM) 2008

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Journal

• Journal of Machine Learning Research (JMLR) by the MIT Press Online

• Machine Learning by Springer

• IEEE Transactions on Neural Networks (IEEE TNN) by the IEEE Computational Intelligence Society

• Neural Computation by the MIT Press

• Neural Networks by Elsevier

• IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI) by the IEEE Computer Society

• Pattern Recognition by Elsevier

• International Journal of Computer Vision by Springer

• Data Mining and Knowledge Discovery by Springer

• IEEE Transaction on Knowledge and Data Engineering (IEEE TKDE) by the IEEE Computer Society

• Artificial Intelligence by Elsevier

• IEEE Transaction on Evolutionary Computation by the IEEE Computational Intelligence Society

• 计算机学报 by 中科院计算所

• 计算机研究与发展 by 中科院计算所

• 软件学报 by 中科院软件所

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Literature Search

• Google, Google Scholar

• DBLP

• CiteSeer

• IEEE Xplore

• The ACM Digital Library

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Data Repository

• UC Irvine Machine Learning Repository

• UCI KDD Archive

• Delve, Data for Evaluating Learning in Valid Experiments

• StatLib Datasets Archive, a repository of datasets used in statistics and machine learning

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Software

• Weka 3, a collection of machine learning algorithms for data mining tasks in Java

• Torch, a machine learning library written in simple C++

• Spider, a complete object orientated environment for machine learning in Matlab

• Netlab, a toolbox for neural network algorithms and related models in Matlab

• Open Source Computer Vision Library (OpenCV)

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Others

• VideoLectures.net

• Machine Learning in Google Directory

• Machine Learning on AAAI's AITopics

• Machine Learning in Wikipedia

• AI Resource by Zhi-Hua Zhou

• Machine Learning Resources by David W. Aha

• Machine Learning by Martin Sewell