Volume 59, Number 1-2, May 2005
- Shimon Whiteson, Nate Kohl, Risto Miikkulainen, Peter Stone:
Evolving Soccer Keepaway Players Through Task Decomposition.
5-30
- Shin Ishii, Hajime Fujita, Masaoki Mitsutake, Tatsuya Yamazaki, Jun Matsuda, Yoichiro Matsuno:
A Reinforcement Learning Scheme for a Partially-Observable Multi-Agent Game.
31-54
- Thore Graepel, Ralf Herbrich, John Shawe-Taylor:
PAC-Bayesian Compression Bounds on the Prediction Error of Learning Algorithms for Classification.
55-76
- Glenn Fung, Olvi L. Mangasarian:
Multicategory Proximal Support Vector Machine Classifiers.
77-97
- Nader H. Bshouty, Lynn Burroughs:
Maximizing Agreements with One-Sided Error with Applications to Heuristic Learning.
99-123
- Gilles Stoltz, Gábor Lugosi:
Internal Regret in On-Line Portfolio Selection.
125-159
- Niels Landwehr, Mark Hall, Eibe Frank:
Logistic Model Trees.
161-205
Volume 59, Number 3, June 2005
- Pedro Larrañaga, José Antonio Lozano, José Manuel Peña, Iñaki Inza:
Editorial.
211-212
- Silvia Acid, Luis M. de Campos, Francisco Javier García Castellano:
Learning Bayesian Network Classifiers: Searching in a Space of Partially Directed Acyclic Graphs.
213-235
- Helge Langseth, Thomas D. Nielsen:
Latent Classification Models.
237-265
- Teemu Roos, Hannes Wettig, Peter Grünwald, Petri Myllymäki, Henry Tirri:
On Discriminative Bayesian Network Classifiers and Logistic Regression.
267-296
- Russell Greiner, Xiaoyuan Su, Bin Shen, Wei Zhou:
Structural Extension to Logistic Regression: Discriminative Parameter Learning of Belief Net Classifiers.
297-322
- Jesús Cerquides, Ramon López de Mántaras:
TAN Classifiers Based on Decomposable Distributions.
323-354
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