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Lecture Notes in Artificial Intelligence

Inductive Logic Programming

12th International Conference, ILP 2002, Sydney, Australia, July 9-11, 2002. Revised Papers

Editors: Matwin, Stan, Sammut, Claude (Eds.)

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About this book

The Twelfth International Conference on Inductive Logic Programming was held in Sydney, Australia, July 9–11, 2002. The conference was colocated with two other events, the Nineteenth International Conference on Machine Learning (ICML2002) and the Fifteenth Annual Conference on Computational Learning Theory (COLT2002). Startedin1991,InductiveLogicProgrammingistheleadingannualforumfor researchers working in Inductive Logic Programming and Relational Learning. Continuing a series of international conferences devoted to Inductive Logic Programming and Relational Learning, ILP 2002 was the central event in 2002 for researchers interested in learning relational knowledge from examples. The Program Committee, following a resolution of the Community Me- ing in Strasbourg in September 2001, took upon itself the issue of the possible change of the name of the conference. Following an extended e-mail discussion, a number of proposed names were subjected to a vote. In the ?rst stage of the vote, two names were retained for the second vote. The two names were: Ind- tive Logic Programming, and Relational Learning. It had been decided that a 60% vote would be needed to change the name; the result of the vote was 57% in favor of the name Relational Learning. Consequently, the name Inductive Logic Programming was kept.

Table of contents (23 chapters)

Table of contents (23 chapters)
  • Propositionalization for Clustering Symbolic Relational Descriptions

    Pages 1-16

    Bournaud, Isabelle (et al.)

  • Efficient and Effective Induction of First Order Decision Lists

    Pages 17-31

    Califf, Mary Elaine

  • Learning with Feature Description Logics

    Pages 32-47

    Cumby, Chad M. (et al.)

  • An Empirical Evaluation of Bagging in Inductive Logic Programming

    Pages 48-65

    Castro Dutra, Inês (et al.)

  • Kernels for Structured Data

    Pages 66-83

    Gärtner, Thomas (et al.)

Buy this book

eBook $84.99
price for USA in USD (gross)
  • ISBN 978-3-540-36468-9
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $109.00
price for USA in USD
  • ISBN 978-3-540-00567-4
  • Free shipping for individuals worldwide
  • Immediate ebook access, if available*, with your print order
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Inductive Logic Programming
Book Subtitle
12th International Conference, ILP 2002, Sydney, Australia, July 9-11, 2002. Revised Papers
Editors
  • Stan Matwin
  • Claude Sammut
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
2583
Copyright
2003
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-540-36468-9
DOI
10.1007/3-540-36468-4
Softcover ISBN
978-3-540-00567-4
Edition Number
1
Number of Pages
X, 358
Topics

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