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Lecture Notes in Artificial Intelligence

Inductive Logic Programming

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

Editors: Kramer, Stefan, Pfahringer, Bernhard (Eds.)

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  • ISBN 978-3-540-31851-4
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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.

Table of contents (28 chapters)

Table of contents (28 chapters)
  • An Output-Polynomial Time Algorithm for Mining Frequent Closed Attribute Trees

    Pages 1-19

    Arimura, Hiroki (et al.)

  • Guiding Inference Through Relational Reinforcement Learning

    Pages 20-37

    Asgharbeygi, Nima (et al.)

  • Converting Semantic Meta-knowledge into Inductive Bias

    Pages 38-50

    Cabral, John (et al.)

  • Learning Teleoreactive Logic Programs from Problem Solving

    Pages 51-68

    Choi, Dongkyu (et al.)

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

    Pages 69-86

    Bravo, Héctor Corrada (et al.)

Buy this book

eBook $89.00
price for USA in USD (gross)
  • ISBN 978-3-540-31851-4
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $119.00
price for USA in USD
  • ISBN 978-3-540-28177-1
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Inductive Logic Programming
Book Subtitle
15th International Conference, ILP 2005, Bonn, Germany, August 10-13, 2005, Proceedings
Editors
  • Stefan Kramer
  • Bernhard Pfahringer
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
3625
Copyright
2005
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-540-31851-4
DOI
10.1007/11536314
Softcover ISBN
978-3-540-28177-1
Edition Number
1
Number of Pages
XIV, 434
Topics