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Inductive Logic Programming

14th International Conference, ILP 2004, Porto, Portugal, September 6-8, 2004, Proceedings

  • Conference proceedings
  • © 2004

Overview

Editors:
  1. Rui Camacho

    1. Faculdade de Engenharia & LIAAD, Universidade do Porto, Portugal

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  2. Ross King

    1. Department of Computer Science, Penglais, Aberystwyth, Ceredigion, University of Wales, Wales, UK

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  3. Ashwin Srinivasan

    1. Dept. of Computer Science and Engineering & Centre for Health Informatics, University of New South Wales, Sydney

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 3194)

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

Included in the following conference series:

Conference proceedings info: ILP 2004.

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Table of contents (26 papers)

  1. Front Matter

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  3. Research Papers

    1. Macro-Operators Revisited in Inductive Logic Programming

      • Érick Alphonse
      Pages 8-25

    2. Bottom-Up ILP Using Large Refinement Steps

      • Marta Arias, Roni Khardon
      Pages 26-43

    3. On the Effect of Caching in Recursive Theory Learning

      • Margherita Berardi, Antonio Varlaro, Donato Malerba
      Pages 44-62

    4. FOIL-D: Efficiently Scaling FOIL for Multi-relational Data Mining of Large Datasets

      • Joseph Bockhorst, Irene Ong
      Pages 63-79

    5. Learning an Approximation to Inductive Logic Programming Clause Evaluation

      • Frank DiMaio, Jude Shavlik
      Pages 80-97

    6. Learning Ensembles of First-Order Clauses for Recall-Precision Curves: A Case Study in Biomedical Information Extraction

      • Mark Goadrich, Louis Oliphant, Jude Shavlik
      Pages 98-115

    7. Automatic Induction of First-Order Logic Descriptors Type Domains from Observations

      • Stefano Ferilli, Floriana Esposito, Teresa M. A. Basile, Nicola Di Mauro
      Pages 116-131

    8. On Avoiding Redundancy in Inductive Logic Programming

      • Nuno Fonseca, Vítor S. Costa, Fernando Silva, Rui Camacho
      Pages 132-146

    9. Generalization Algorithms for Second-Order Terms

      • Kouichi Hirata, Takeshi Ogawa, Masateru Harao
      Pages 147-163

    10. Circumscription Policies for Induction

      • Katsumi Inoue, Haruka Saito
      Pages 164-179

    11. Logical Markov Decision Programs and the Convergence of Logical TD(λ)

      • Kristian Kersting, Luc De Raedt
      Pages 180-197

    12. Learning Goal Hierarchies from Structured Observations and Expert Annotations

      • Tolga Könik, John Laird
      Pages 198-215

    13. Efficient Evaluation of Candidate Hypotheses in \(\mathcal{AL}\)-log

      • Francesca A. Lisi, Floriana Esposito
      Pages 216-233

    14. An Efficient Algorithm for Reducing Clauses Based on Constraint Satisfaction Techniques

      • Jérôme Maloberti, Einoshin Suzuki
      Pages 234-251
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  1. Inductive Logic Programming

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Editors and Affiliations

  • Faculdade de Engenharia & LIAAD, Universidade do Porto, Portugal

    Rui Camacho

  • Department of Computer Science, Penglais, Aberystwyth, Ceredigion, University of Wales, Wales, UK

    Ross King

  • Dept. of Computer Science and Engineering & Centre for Health Informatics, University of New South Wales, Sydney

    Ashwin Srinivasan

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