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Classification

15,803 papers

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Papers

On Nearest-Neighbor Error-Correcting Output Codes with Application to All-Pairs Multiclass Support Vector Machines JMLR 2003
FINkNN: A Fuzzy Interval Number k-Nearest Neighbor Classifier for Prediction of Sugar Production from Populations of Samples JMLR 2003
Designing Committees of Models through Deliberate Weighting of Data Points JMLR 2003
Tree Induction vs. Logistic Regression: A Learning-Curve Analysis JMLR 2003
Preference Elicitation via Theory Refinement JMLR 2003
ILP: A Short Look Back and a Longer Look Forward JMLR 2003
Greedy Algorithms for Classification -- Consistency, Convergence Rates, and Adaptivity JMLR 2003
On the Performance of Kernel Classes JMLR 2003
Tracking Linear-threshold Concepts with Winnow JMLR 2003
Generalization Error Bounds for Bayesian Mixture Algorithms JMLR 2003
On the Rate of Convergence of Regularized Boosting Classifiers JMLR 2003
Concentration Inequalities for the Missing Mass and for Histogram Rule Error JMLR 2003
Learning over Sets using Kernel Principal Angles JMLR 2003
An Efficient Boosting Algorithm for Combining Preferences JMLR 2003
Sparseness of Support Vector Machines JMLR 2003
ICA for Watermarking Digital Images JMLR 2003
Recommender Systems Using Linear Classifiers JMLR 2002
Text Classification using String Kernels JMLR 2002
Learning Equivalence Classes of Bayesian-Network Structures JMLR 2002
Memory-Based Shallow Parsing JMLR 2002
Shallow Parsing using Specialized HMMs JMLR 2002
Text Chunking based on a Generalization of Winnow JMLR 2002
Shallow Parsing using Noisy and Non-Stationary Training Material JMLR 2002
Round Robin Classification JMLR 2002
Learning Monotone DNF from a Teacher that Almost Does Not Answer Membership Queries JMLR 2002