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Introduction to Special Issue on Machine Learning Approaches to Shallow Parsing

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Machine learning-based dynamical seasonal prediction of summer rainfall in China

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Special Issue on the Eighteenth International Conference on Machine Learning (ICML2001)

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A Quasi-Newton Approach to Nonsmooth Convex Optimization Problems in Machine Learning

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RL-Glue: Language-Independent Software for Reinforcement-Learning Experiments(Machine Learning Open Source Software Paper)

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Incremental Support Vector Learning: Analysis, Implementation and Applications (Special Topic on Machine Learning and Optimization)

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LIBLINEAR: A Library for Large Linear Classification(Machine Learning Open Source Software Paper)

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Introduction to the Special Issue on Machine Learning Methods for Text and Images

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Ensemble Pruning Via Semi-definite Programming (Special Topic on Machine Learning and Optimization)

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Machine Learning Methods for Predicting Failures in Hard Drives: A Multiple-Instance Application

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OP-ELM: Optimally Pruned Extreme Learning Machine

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Efficient Learning of Label Ranking by Soft Projections onto Polyhedra (Special Topic on Machine Learning and Optimization)

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Structured Prediction, Dual Extragradient and Bregman Projections (Special Topic on Machine Learning and Optimization)

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Maximum-Gain Working Set Selection for SVMs (Special Topic on Machine Learning and Optimization)

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Learning to Detect and Classify Malicious Executables in the Wild (Special Topic on Machine Learning for Computer Security)