Volume 3,
July 2002
Volume 3,
August 2002
Volume 3,
September 2002
Volume 3,
October 2002
Volume 3,
November 2002
Special Issue on Computational Learning Theory
Volume 3,
December 2002
Special Issue on the Eighteenth International Conference on Machine Learning (ICML2001)
- Hendrik Blockeel, Jan Struyf:
Efficient Algorithms for Decision Tree Cross-validation.
621-650
Electronic Edition (link) BibTeX
- Daniel R. Dooly, Qi Zhang, Sally A. Goldman, Robert A. Amar:
Multiple-Instance Learning of Real-Valued Data.
651-678
Electronic Edition (link) BibTeX
- Lise Getoor, Nir Friedman, Daphne Koller, Benjamin Taskar:
Learning Probabilistic Models of Link Structure.
679-707
Electronic Edition (link) BibTeX
- Charles X. Ling, Huajie Zhang:
The Representational Power of Discrete Bayesian Networks.
709-721
Electronic Edition (link) BibTeX
- Mario Marchand, John Shawe-Taylor:
The Set Covering Machine.
723-746
Electronic Edition (link) BibTeX
- Zvika Marx, Ido Dagan, Joachim M. Buhmann, Eli Shamir:
Coupled Clustering: A Method for Detecting Structural Correspondence.
747-780
Electronic Edition (link) BibTeX
- Prasanth B. Nair, Arindam Choudhury, Andy J. Keane:
Some Greedy Learning Algorithms for Sparse Regression and Classification with Mercer Kernels.
781-801
Electronic Edition (link) BibTeX
- Theodore J. Perkins, Andrew G. Barto:
Lyapunov Design for Safe Reinforcement Learning.
803-832
Electronic Edition (link) BibTeX
- Tobias Scheffer, Stefan Wrobel:
Finding the Most Interesting Patterns in a Database Quickly by Using Sequential Sampling.
833-862
Electronic Edition (link) BibTeX
- Marc Sebban, Richard Nock, Stéphane Lallich:
Stopping Criterion for Boosting-Based Data Reduction Techniques: from Binary to Multiclass Problem.
863-885
Electronic Edition (link) BibTeX
- Bryan Singer, Manuela M. Veloso:
Learning to Construct Fast Signal Processing Implementations.
887-919
Electronic Edition (link) BibTeX
- Malcolm J. A. Strens, Andrew W. Moore:
Policy Search using Paired Comparisons.
921-950
Electronic Edition (link) BibTeX
Volume 3,
January 2003
Volume 3,
Febuary 2003
Special Issue on Machine Learning Methods for Text and Images
- Koby Crammer, Yoram Singer:
A Family of Additive Online Algorithms for Category Ranking.
1025-1058
Electronic Edition (link) BibTeX
- Nicola Cancedda, Éric Gaussier, Cyril Goutte, Jean-Michel Renders:
Word-Sequence Kernels.
1059-1082
Electronic Edition (link) BibTeX
- Dmitry Zelenko, Chinatsu Aone, Anthony Richardella:
Kernel Methods for Relation Extraction.
1083-1106
Electronic Edition (link) BibTeX
- Kobus Barnard, Pinar Duygulu, David A. Forsyth, Nando de Freitas, David M. Blei, Michael I. Jordan:
Matching Words and Pictures.
1107-1135
Electronic Edition (link) BibTeX
- Yoshua Bengio, Réjean Ducharme, Pascal Vincent, Christian Janvin:
A Neural Probabilistic Language Model.
1137-1155
Electronic Edition (link) BibTeX
Volume 3,
March 2003
- Isabelle Guyon, André Elisseeff:
An Introduction to Variable and Feature Selection.
1157-1182
Electronic Edition (link) BibTeX
- Ron Bekkerman, Ran El-Yaniv, Naftali Tishby, Yoad Winter:
Distributional Word Clusters vs. Words for Text Categorization.
1183-1208
Electronic Edition (link) BibTeX
- Yoshua Bengio, Nicolas Chapados:
Extensions to Metric-Based Model Selection.
1209-1227
Electronic Edition (link) BibTeX
- Jinbo Bi, Kristin P. Bennett, Mark J. Embrechts, Curt M. Breneman, Minghu Song:
Dimensionality Reduction via Sparse Support Vector Machines.
1229-1243
Electronic Edition (link) BibTeX
- Rich Caruana, Virginia R. de Sa:
Benefitting from the Variables that Variable Selection Discards.
1245-1264
Electronic Edition (link) BibTeX
- Inderjit S. Dhillon, Subramanyam Mallela, Rahul Kumar:
A Divisive Information-Theoretic Feature Clustering Algorithm for Text Classification.
1265-1287
Electronic Edition (link) BibTeX
- George Forman:
An Extensive Empirical Study of Feature Selection Metrics for Text Classification.
1289-1305
Electronic Edition (link) BibTeX
- Amir Globerson, Naftali Tishby:
Sufficient Dimensionality Reduction.
1307-1331
Electronic Edition (link) BibTeX
- Simon Perkins, Kevin Lacker, James Theiler:
Grafting: Fast, Incremental Feature Selection by Gradient Descent in Function Space.
1333-1356
Electronic Edition (link) BibTeX
- Alain Rakotomamonjy:
Variable Selection Using SVM-based Criteria.
1357-1370
Electronic Edition (link) BibTeX
- Juha Reunanen:
Overfitting in Making Comparisons Between Variable Selection Methods.
1371-1382
Electronic Edition (link) BibTeX
- Isabelle Rivals, Léon Personnaz:
MLPs (Mono-Layer Polynomials and Multi-Layer Perceptrons) for Nonlinear Modeling.
1383-1398
Electronic Edition (link) BibTeX
- Hervé Stoppiglia, Gérard Dreyfus, Rémi Dubois, Yacine Oussar:
Ranking a Random Feature for Variable and Feature Selection.
1399-1414
Electronic Edition (link) BibTeX
- Kari Torkkola:
Feature Extraction by Non-Parametric Mutual Information Maximization.
1415-1438
Electronic Edition (link) BibTeX
- Jason Weston, André Elisseeff, Bernhard Schölkopf, Michael E. Tipping:
Use of the Zero-Norm with Linear Models and Kernel Methods.
1439-1461
Electronic Edition (link) BibTeX
Copyright © Sun May 17 00:10:13 2009
by Michael Ley (ley@uni-trier.de)
