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Inductive Logic Programming

8th International Conference, ILP-98, Madison, Wisconsin, USA, July 22-24, 1998, Proceedings

  • Conference proceedings
  • © 1998

Overview

Editors:
  1. David Page
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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 1446)

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

Included in the following conference series:

Conference proceedings info: ILP 1998.

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Table of contents (30 papers)

  1. Front Matter

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  2. Attribute-value learning versus inductive logic programming: The missing links

    • Luc De Raedt
    Pages 1-8

  3. Advances in ILP theory and implementations

    • Stephen Muggleton
    Pages 9-9

  4. Application of ILP to problems in chemistry and biology

    • A. Srinivasan
    Pages 10-10

  5. Relational reinforcement learning

    • SaÅ¡o Džeroski, Luc De Raedt, Hendrik Blockeel
    Pages 11-22

  6. Learning first-order acyclic Horn programs from entailment

    • Chandra Reddy, Prasad Tadepalli
    Pages 23-37

  7. Combining statistical and relational methods for learning in hypertext domains

    • Seán Slattery, Mark Craven
    Pages 38-52

  8. Application of inductive logic programming to discover rules governing the three-dimensional topology of protein structure

    • Marcel Turcotte, Stephen H. Muggleton, Michael J. E. Sternberg
    Pages 53-64

  9. Term comparisons in first-order similarity measures

    • Uta Bohnebeck, Tamás Horváth, Stefan Wrobel
    Pages 65-79

  10. Stochastic propositionalization of non-determinate background knowledge

    • Stefan Kramer, Bernhard Pfahringer, Christoph Helma
    Pages 80-94

  11. A stochastic simple similarity

    • Michèle Sebag
    Pages 95-105

  12. Using prior probabilities and density estimation for relational classification

    • James Cussens
    Pages 106-115

  13. Induction of Constraint Grammar-rules using Progol

    • Martin Eineborg, Nikolaj Lindberg
    Pages 116-124

  14. A hybrid approach to word segmentation

    • Dimitar Kazakov, Suresh Manandhar
    Pages 125-134

  15. Learning multilingual morphology with Clog

    • Suresh Manandhar, SaÅ¡o Džeroski, Tomaž Erjavec
    Pages 135-144

  16. Using ILP-systems for verification and validation of multi-agent systems

    • Nico Jacobs, Kurt Driessens, Luc De Raedt
    Pages 145-154

  17. Inducing shogi heuristics using inductive logic programming

    • Tomofumi Nakano, Nobuhiro Inuzuka, Hirohisa Seki, Hidenori Itoh
    Pages 155-164

  18. Repeat learning using predicate invention

    • Khalid Khan, Stephen Muggleton, Rupert Parson
    Pages 165-174

  19. Normal programs and multiple predicate learning

    • Leonardo Fogel, Gerson Zaverucha
    Pages 175-184

  20. Strongly typed inductive concept learning

    • P. A. Flach, C. Giraud-Carrier, J. W. Lloyd
    Pages 185-194
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About this book

This book constitutes the refereed proceedings of the 8th International Conference on Inductive Logic Programming, ILP-98, held in Madison, Wisconsin, USA, in July 1998.
The 27 revised full papers presented together with the abstracts of three invited talks were carefully reviewed and selected for inclusion in the book. All relevant aspects of inductive logic programming are covered ranging from theory to implementations and applications.

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