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  • Conference proceedings
  • © 2001

Inductive Logic Programming

11th International Conference, ILP 2001, Strasbourg, France, September 9-11, 2001. Proceedings

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 2157)

Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)

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Table of contents (21 papers)

  1. Front Matter

    Pages I-X
  2. A Refinement Operator for Theories

    • Liviu Badea
    Pages 1-14
  3. Learning Logic Programs with Neural Networks

    • Rodrigo Basilio, Gerson Zaverucha, Valmir C. Barbosa
    Pages 15-26
  4. A Genetic Algorithm for Propositionalization

    • Agnès Braud, Christel Vrain
    Pages 27-40
  5. Classifying Uncovered Examples by Rule Stretching

    • Martin Eineborg, Henrik Boström
    Pages 41-50
  6. Relational Learning Using Constrained Confidence-Rated Boosting

    • Susanne Hoche, Stefan Wrobel
    Pages 51-64
  7. From Shell Logs to Shell Scripts

    • Nico Jacobs, Hendrik Blockeel
    Pages 80-90
  8. An Automated ILP Server in the Field of Bioinformatics

    • Andreas Karwath, Ross D. King
    Pages 91-103
  9. Adaptive Bayesian Logic Programs

    • Kristian Kersting, Luc De Raedt
    Pages 104-117
  10. Towards Combining Inductive Logic Programming with Bayesian Networks

    • Kristian Kersting, Luc De Raedt
    Pages 118-131
  11. Transformation-Based Learning Using Multirelational Aggregation

    • Mark-A. Krogel, Stefan Wrobel
    Pages 142-155
  12. Discovering Associations between Spatial Objects: An ILP Application

    • Donato Malerba, Francesca A. Lisi
    Pages 156-163
  13. θ-Subsumption in a Constraint Satisfaction Perspective

    • Jérôme Maloberti, Michèle Sebag
    Pages 164-178
  14. Induction of Stable Models

    • Ramón P. Otero
    Pages 193-205
  15. Application of Pruning Techniques for Propositional Learning to Progol

    • Tomonobu Ozaki, Koichi Furukawa
    Pages 206-219
  16. Application of ILP to Cardiac Arrhythmia Characterization for Chronicle Recognition

    • René Quiniou, Marie-Odile Cordier, Guy Carrault, Feng Wang
    Pages 220-227
  17. Efficient Cross-Validation in ILP

    • Jan Struyf, Hendrik Blockeel
    Pages 228-239

Editors and Affiliations

  • Université Paris Sud, LRI, Orsay, France

    Céline Rouveirol

  • Ecole Polytechnique, LMS, Palaiseau, France

    Michéle Sebag

Bibliographic Information

Buy it now

Buying options

eBook USD 39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access