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Classification

15289 directly classified papers

Papers per year

Papers

On Nearest-Neighbor Error-Correcting Output Codes with Application to All-Pairs Multiclass Support Vector Machines JMLR 2003
Word-Sequence Kernels JMLR 2003
Efficient Algorithms for Decision Tree Cross-validation JMLR 2002
Text Chunking based on a Generalization of Winnow JMLR 2002
Memory-Based Shallow Parsing JMLR 2002
Limitations of Learning Via Embeddings in Euclidean Half Spaces JMLR 2002
Minimal Kernel Classifiers JMLR 2002
On Online Learning of Decision Lists JMLR 2002
PAC-Bayesian Generalisation Error Bounds for Gaussian Process Classification JMLR 2002
Shallow Parsing using Specialized HMMs JMLR 2002
Algorithmic Luckiness JMLR 2002
Data-dependent margin-based generalization bounds for classification JMLR 2002
A Robust Minimax Approach to Classification JMLR 2002
Shallow Parsing using Noisy and Non-Stationary Training Material JMLR 2002
Learning Equivalence Classes of Bayesian-Network Structures JMLR 2002
Stopping Criterion for Boosting-Based Data Reduction Techniques: from Binary to Multiclass Problem JMLR 2002
Some Greedy Learning Algorithms for Sparse Regression and Classification with Mercer Kernels JMLR 2002
Round Robin Classification JMLR 2002
The Set Covering Machine JMLR 2002
Tracking a Small Set of Experts by Mixing Past Posteriors JMLR 2002
Learning Monotone DNF from a Teacher that Almost Does Not Answer Membership Queries JMLR 2002
Recommender Systems Using Linear Classifiers JMLR 2002
Text Classification using String Kernels JMLR 2002
Uniform Object Generation for Optimizing One-class Classifiers JMLR 2001
A New Approximate Maximal Margin Classification Algorithm JMLR 2001