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Inductive Logic Programming

10th International Conference, ILP 2000, London, UK, July 24-27, 2000 Proceedings

  • Conference proceedings
  • © 2000

Overview

Editors:
  1. James Cussens

    1. Department of Computer Science, University of York, Heslington, UK

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  2. Alan Frisch

    1. Department of Computer Science, University of York, Heslington, UK

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 1866)

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

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Table of contents (16 papers)

  1. Front Matter

    Pages I-X
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  2. Invited Paper

    1. ILP: Just Do It

      • David Page
      Pages 3-18

  3. Contributed Papers

    1. A New Algorithm for Learning Range Restricted Horn Expressions

      • Marta Arias, Roni Khardon
      Pages 21-39

    2. A Refinement Operator for Description Logics

      • Liviu Badea, Shan -Hwei Nienhuys-Cheng
      Pages 40-59

    3. Executing Query Packs in ILP

      • Hendrik Blockeel, Luc Dehaspe, Bart Demoen, Gerda Janssens, Jan Ramon, Henk Vandecasteele
      Pages 60-77

    4. A Logical Database Mining Query Language

      • Luc De Raedt
      Pages 78-92

    5. Induction of Recursive Theories in the Normal ILP Setting: Issues and Solutions

      • Floriana Esposito, Donato Malerba, Francesca A. Lisi
      Pages 93-111

    6. Extending K-Means Clustering to First-Order Representations

      • Mathias Kirsten, Stefan Wrobel
      Pages 112-129

    7. Theory Completion Using Inverse Entailment

      • Stephen H. Muggleton, Christopher H. Bryant
      Pages 130-146

    8. Solving Selection Problems Using Preference Relation Based on Bayesian Learning

      • Tomofumi Nakano, Nobuhiro Inuzuka
      Pages 147-164

    9. Concurrent Execution of Optimal Hypothesis Search for Inverse Entailment

      • Hayato Ohwada, Hiroyuki Nishiyama, Fumio Mizoguchi
      Pages 165-173

    10. Using ILP to Improve Planning in Hierarchical Reinforcement Learning

      • Mark Reid, Malcolm Ryan
      Pages 174-190

    11. Towards Learning in CARIN-ALN

      • Céline Rouveirol, Véronique Ventos
      Pages 191-208

    12. Inverse Entailment in Nonmonotonic Logic Programs

      • Chiaki Sakama
      Pages 209-224

    13. A Note on Two Simple Transformations for Improving the Efficiency of an ILP System

      • Vítor Santos Costa, Ashwin Srinivasan, Rui Camacho
      Pages 225-242

    14. Searching the Subsumption Lattice by a Genetic Algorithm

      • Alireza Tamaddoni-Nezhad, Stephen H. Muggleton
      Pages 243-252

    15. New Conditions for the Existence of Least Generalizations under Relative Subsumption

      • Akihiro Yamamoto
      Pages 253-264

  4. Back Matter

    Pages 265-265
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Keywords

Editors and Affiliations

  • Department of Computer Science, University of York, Heslington, UK

    James Cussens, Alan Frisch

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