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  • Conference proceedings
  • © 2005

Inductive Logic Programming

15th International Conference, ILP 2005, Bonn, Germany, August 10-13, 2005, Proceedings

Editors:

  1. Stefan Kramer

    1. Institut für Informatik I12, Technische Universität München, Garching b. München, Germany

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    You can also search for this editor in PubMed   Google Scholar

  2. Bernhard Pfahringer

    1. Department of Computer Science, University of Waikato, Hamilton, New Zealand

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 3625)

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 2005.

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Table of contents (28 papers)

  1. Front Matter

    PDF

  2. Research Papers

    2. Guiding Inference Through Relational Reinforcement Learning

      • Nima Asgharbeygi, Negin Nejati, Pat Langley, Sachiyo Arai
      Pages 20-37

    3. Converting Semantic Meta-knowledge into Inductive Bias

      • John Cabral, Robert C. Kahlert, Cynthia Matuszek, Michael Witbrock, Brett Summers
      Pages 38-50

    4. Learning Teleoreactive Logic Programs from Problem Solving

      • Dongkyu Choi, Pat Langley
      Pages 51-68

    5. A Framework for Set-Oriented Computation in Inductive Logic Programming and Its Application in Generalizing Inverse Entailment

      • Héctor Corrada Bravo, David Page, Raghu Ramakrishnan, Jude Shavlik, Vitor Santos Costa
      Pages 69-86

    6. Distance Based Generalisation

      • V. Estruch, C. Ferri, J. Hernández-Orallo, M. J. Ramírez-Quintana
      Pages 87-102

    7. Automatic Induction of Abduction and Abstraction Theories from Observations

      • Stefano Ferilli, Teresa M. A. Basile, Nicola Di Mauro, Floriana Esposito
      Pages 103-120

    8. Logical Bayesian Networks and Their Relation to Other Probabilistic Logical Models

      • Daan Fierens, Hendrik Blockeel, Maurice Bruynooghe, Jan Ramon
      Pages 121-135

    9. Strategies to Parallelize ILP Systems

      • Nuno A. Fonseca, Fernando Silva, Rui Camacho
      Pages 136-153

    10. Inducing Causal Laws by Regular Inference

      • Katsumi Inoue, Hideyuki Bando, Hidetomo Nabeshima
      Pages 154-171

    11. Online Closure-Based Learning of Relational Theories

      • Frédéric Koriche
      Pages 172-189

    12. Learning Closed Sets of Labeled Graphs for Chemical Applications

      • Sergei O. Kuznetsov, Mikhail V. Samokhin
      Pages 190-208

    13. ILP Meets Knowledge Engineering: A Case Study

      • Francesca A. Lisi, Floriana Esposito
      Pages 209-226

    14. Spatial Clustering of Structured Objects

      • Donato Malerba, Annalisa Appice, Antonio Varlaro, Antonietta Lanza
      Pages 227-245

    16. Predicate Selection for Structural Decision Trees

      • K. S. Ng, J. W. Lloyd
      Pages 264-278

    18. Probabilistic First-Order Theory Revision from Examples

      • Aline Paes, Kate Revoredo, Gerson Zaverucha, Vitor Santos Costa
      Pages 295-311

    19. Inductive Equivalence of Logic Programs

      • Chiaki Sakama, Katsumi Inoue
      Pages 312-329
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  1. Inductive Logic Programming

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About this book

1 “Change is inevitable.” Embracing this quote we have tried to carefully exp- iment with the format of this conference, the 15th International Conference on Inductive Logic Programming, hopefully making it even better than it already was. But it will be up to you, the inquisitive reader of this book, to judge our success. The major changes comprised broadening the scope of the conference to include more diverse forms of non-propositional learning, to once again have tutorials on exciting new areas, and, for the ?rst time, to also have a discovery challenge as a platform for collaborative work. This year the conference was co-located with ICML 2005, the 22nd Inter- tional Conference on Machine Learning, and also in close proximity to IJCAI 2005, the 19th International Joint Conference on Arti?cial Intelligence. - location can be tricky, but we greatly bene?ted from the local support provided by Codrina Lauth, Michael May, and others. We were also able to invite all ILP and ICML participants to shared events including a poster session, an invited talk, and a tutorial about the exciting new area of “statistical relational lea- ing”. Two more invited talks were exclusively given to ILP participants and were presented as a kind of stock-taking—?ttingly so for the 15th event in a series—but also tried to provide a recipe for future endeavours.
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Keywords

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Editors and Affiliations

  • Institut für Informatik I12, Technische Universität München, Garching b. München, Germany

    Stefan Kramer

  • Department of Computer Science, University of Waikato, Hamilton, New Zealand

    Bernhard Pfahringer

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Bibliographic Information

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Buy it now

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

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