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  • Conference proceedings
  • © 2004

Inductive Logic Programming

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

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)

Conference series link(s): ILP: International Conference on Inductive Logic Programming

Conference proceedings info: ILP 2004.

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Table of contents (26 papers)

  1. Front Matter

  2. Research Papers

    1. Bottom-Up ILP Using Large Refinement Steps

      • Marta Arias, Roni Khardon
      Pages 26-43
    2. On the Effect of Caching in Recursive Theory Learning

      • Margherita Berardi, Antonio Varlaro, Donato Malerba
      Pages 44-62
    3. 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
    4. On Avoiding Redundancy in Inductive Logic Programming

      • Nuno Fonseca, Vítor S. Costa, Fernando Silva, Rui Camacho
      Pages 132-146
    5. Generalization Algorithms for Second-Order Terms

      • Kouichi Hirata, Takeshi Ogawa, Masateru Harao
      Pages 147-163
    6. Circumscription Policies for Induction

      • Katsumi Inoue, Haruka Saito
      Pages 164-179
    7. Logical Markov Decision Programs and the Convergence of Logical TD(λ)

      • Kristian Kersting, Luc De Raedt
      Pages 180-197
    8. Efficient Evaluation of Candidate Hypotheses in $\mathcal{AL}$ -log

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

Other Volumes

  1. Inductive Logic Programming

Keywords

  • Constraint Satisfaction
  • algorithm
  • algorithms
  • data mining
  • inductive inference
  • inductive logic programming
  • information extraction
  • knowledge discovery
  • learning
  • learning theory
  • logic
  • logic programming
  • machine learning
  • proving
  • recursive theory learning

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

Bibliographic Information

Buying options

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

Tax calculation will be finalised at checkout

Purchases are for personal use only

Learn about institutional subscriptions