Volume 27, Number 1, April 1997

• 
  Philip M. Long: Guest Editor's Introduction. 5
• 
  Michael J. Kearns, Yishay Mansour, Andrew Y. Ng, Dana Ron: An Experimental and Theoretical Comparison of Model Selection Methods. 7-50
• 
  David P. Helmbold, Robert E. Schapire: Predicting Nearly As Well As the Best Pruning of a Decision Tree. 51-68
• 
  Dana Ron, Ronitt Rubinfeld: Exactly Learning Automata of Small Cover Time. 69-96
• 
  David P. Helmbold, Robert E. Schapire, Yoram Singer, Manfred K. Warmuth: A Comparison of New and Old Algorithms for a Mixture Estimation Problem. 97-119

Volume 27, Number 2, May 1997

• 
  Colin de la Higuera: Characteristic Sets for Polynomial Grammatical Inference. 125-138
• 
  Johannes Fürnkranz: Pruning Algorithms for Rule Learning. 139-172
• 
  Volker Tresp, Jürgen Hollatz, Subutai Ahmad: Representing Probabilistic Rules with Networks of Gaussian Basis Functions. 173-200

Volume 27, Number 3, June 1997

• 
  Ryszard S. Michalski, Janusz Wnek: Guest Editors' Introduction. 205-208
• 
  Attilio Giordana, Filippo Neri, Lorenza Saitta, Marco Botta: Integrating Multiple Learning Strategies in First Order Logics. 209-240
• 
  Claude Sammut: Using Background Knowledge to Build Multistrategy Learners. 241-257
• 
  Gerhard Widmer: Tracking Context Changes through Meta-Learning. 259-286
• 
  Katharina Morik, Peter Brockhausen: A Multistrategy Approach to Relational Knowledge Discovery in Databases. 287-312
• 
  Michael J. Pazzani, Daniel Billsus: Learning and Revising User Profiles: The Identification of Interesting Web Sites. 313-331

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