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
  
• Doina Precup, Paul E. Utgoff:
  Classification Using Phi-Machines and Constructive Function Approximation. 31-52
  
• Marc Boullé:
  Khiops: A Statistical Discretization Method of Continuous Attributes. 53-69
  
• 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

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

Volume 55, Number 3, June 2004

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