Machine Learning, Volume 55, 2004

Volume 55, Number 1, April 2004

• 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
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Volume 55, Number 2, May 2004

• 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
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Volume 55, Number 3, June 2004

• 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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