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Lecture Notes in Artificial Intelligence

Inductive Logic Programming

6th International Workshop, ILP-96, Stockholm, Sweden, August 26-28, 1996, Selected Papers

Editors: Muggleton, Stephen (Ed.)

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About this book

This book constitutes the strictly refereed post-workshop proceedings of the 6th International Workshop on Inductive Logic Programming, ILP-96, held in Stockholm, Sweden, in August 1996.
The 21 full papers were carefully reviewed and selected for inclusion in the book in revised version. Also included is the invited contribution "Inductive logic programming for natural language processing" by Raymond J. Mooney. Among the topics covered are natural language learning, drug design, NMR and ECG analysis, glaucoma diagnosis, efficiency measures for implementations and database interaction, program synthesis, proof encoding and learning in the absence of negative data, and least generalizations under implication ordering.

Table of contents (22 chapters)

Table of contents (22 chapters)
  • Inductive logic programming for natural language processing

    Pages 1-22

    Mooney, Raymond J.

  • An initial experiment into stereochemistry-based drug design using inductive logic programming

    Pages 23-40

    Muggleton, Stephen (et al.)

  • Applying ILP to diterpene structure elucidation from 13C NMR spectra

    Pages 41-54

    Džeroski, Sašo (et al.)

  • Analysis and prediction of piano performances using inductive logic programming

    Pages 55-71

    Baelen, Erika (et al.)

  • Noise detection and elimination applied to noise handling in a KRK chess endgame

    Pages 72-88

    Gamberger, Dragan (et al.)

Buy this book

eBook $89.00
price for USA in USD (gross)
  • The eBook version of this title will be available soon
  • ISBN 978-3-540-69583-7
  • Digitally watermarked, DRM-free
  • Included format:
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $119.00
price for USA in USD
  • ISBN 978-3-540-63494-2
  • 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
6th International Workshop, ILP-96, Stockholm, Sweden, August 26-28, 1996, Selected Papers
Editors
  • Stephen Muggleton
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
1314
Copyright
1997
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-540-69583-7
DOI
10.1007/3-540-63494-0
Softcover ISBN
978-3-540-63494-2
Edition Number
1
Number of Pages
X, 402
Topics