1. Guest Editors' Introduction

   • Floriana Esposito
   • Ryszard Michalski
   • Lorenza Saitta

   OriginalPaper Pages: 5 - 7

2. LEARNABLE EVOLUTION MODEL: Evolutionary Processes Guided by Machine Learning

   • Ryszard S. Michalski

   OriginalPaper Pages: 9 - 40

3. Resource-bounded Relational Reasoning: Induction and Deduction Through Stochastic Matching

   • Michèle Sebag
   • Céline Rouveirol

   OriginalPaper Pages: 41 - 62

4. Strategies in Combined Learning via Logic Programs

   • Evelina Lamma
   • Fabrizio Riguzzi
   • Luís Moniz Pereira

   OriginalPaper Pages: 63 - 87

5. Feature Selection vs Theory Reformulation: A Study of Genetic Refinement of Knowledge-based Neural Networks

   • Brendan Davis Burns
   • Andrea Pohoreckyj Danyluk

   OriginalPaper Pages: 89 - 107

6. Refining Numerical Constants in First Order Logic Theories

   • Marco Botta
   • Roberto Piola

   OriginalPaper Pages: 109 - 131

7. Multistrategy Theory Revision: Induction and Abduction in INTHELEX

   • Floriana Esposito
   • Giovanni Semeraro
   • Stefano Ferilli

   OriginalPaper Pages: 133 - 156

8. Multistrategy Discovery and Detection of Novice Programmer Errors

   • Raymund C. Sison
   • Masayuki Numao
   • Masamichi Shimura

   OriginalPaper Pages: 157 - 180

9. Multi Level Knowledge in Modeling Qualitative Physics Learning

   • Filippo Neri

   OriginalPaper Pages: 181 - 211

10. A Multistrategy Approach to Classifier Learning from Time Series

    • William H. Hsu
    • Sylvian R. Ray
    • David C. Wilkins

    OriginalPaper Pages: 213 - 236