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Machine Learning, Volume 55, 2004

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Volume 55, Number 1, April 2004

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Abhijit Gosavi:
A Reinforcement Learning Algorithm Based on Policy Iteration for Average Reward: Empirical Results with Yield Management and Convergence Analysis. 5-29
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Doina Precup, Paul E. Utgoff:
Classification Using Phi-Machines and Constructive Function Approximation. 31-52
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Marc Boullé:
Khiops: A Statistical Discretization Method of Continuous Attributes. 53-69
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Theodoros Evgeniou, Massimiliano Pontil, André Elisseeff:
Leave One Out Error, Stability, and Generalization of Voting Combinations of Classifiers. 71-97

Volume 55, Number 2, May 2004

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Guest Editors' Introduction. 107-108
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Katsumi Inoue:
Induction as Consequence Finding. 109-135
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Jérôme Maloberti, Michèle Sebag:
Fast Theta-Subsumption with Constraint Satisfaction Algorithms. 137-174
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Francesca A. Lisi, Donato Malerba:
Inducing Multi-Level Association Rules from Multiple Relations. 175-210

Volume 55, Number 3, June 2004

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João Gama:
Functional Trees. 219-250
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Yves Grandvalet:
Bagging Equalizes Influence. 251-270
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Rani Yaroshinsky, Ran El-Yaniv, Steven S. Seiden:
How to Better Use Expert Advice. 271-309
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Ying Zhao, George Karypis:
Empirical and Theoretical Comparisons of Selected Criterion Functions for Document Clustering. 311-331

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