Classification

Sources of Success for Boosted Wrapper Induction JMLR 2004 Statistical Analysis of Some Multi-Category Large Margin Classification Methods JMLR 2004 Subgroup Discovery with CN2-SD JMLR 2004 Support Vector Machine Soft Margin Classifiers: Error Analysis JMLR 2004 The Dynamics of AdaBoost: Cyclic Behavior and Convergence of Margins JMLR 2004 The Entire Regularization Path for the Support Vector Machine JMLR 2004 The Minimum Error Minimax Probability Machine JMLR 2004 A Family of Additive Online Algorithms for Category Ranking JMLR 2003 An Efficient Boosting Algorithm for Combining Preferences JMLR 2003 An Extensive Empirical Study of Feature Selection Metrics for Text Classification JMLR 2003 Benefitting from the Variables that Variable Selection Discards JMLR 2003 Concentration Inequalities for the Missing Mass and for Histogram Rule Error JMLR 2003 Designing Committees of Models through Deliberate Weighting of Data Points JMLR 2003 Dimensionality Reduction via Sparse Support Vector Machines JMLR 2003 Distributional Word Clusters vs. Words for Text Categorization JMLR 2003 FINkNN: A Fuzzy Interval Number k-Nearest Neighbor Classifier for Prediction of Sugar Production from Populations of Samples JMLR 2003 Generalization Error Bounds for Bayesian Mixture Algorithms JMLR 2003 Greedy Algorithms for Classification -- Consistency, Convergence Rates, and Adaptivity JMLR 2003 ICA for Watermarking Digital Images JMLR 2003 ILP: A Short Look Back and a Longer Look Forward JMLR 2003 Kernel Methods for Relation Extraction JMLR 2003 Learning over Sets using Kernel Principal Angles JMLR 2003 On Nearest-Neighbor Error-Correcting Output Codes with Application to All-Pairs Multiclass Support Vector Machines JMLR 2003 On the Performance of Kernel Classes JMLR 2003 On the Rate of Convergence of Regularized Boosting Classifiers JMLR 2003