Lecture Notes in Artificial Intelligence

Inductive Logic Programming

22nd International Conference, ILP 2012, Dubrovnik, Croatia, September 16-18,2012, Revised Selected papers

Editors: Riguzzi, Fabrizio, Zelezny, Filip (Eds.)

  • Fast-track conference proceedings of ILP 2012

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eBook $54.99
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  • ISBN 978-3-642-38812-5
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Softcover $72.00
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About this book

This book constitutes the thoroughly refereed post-proceedings of the 22nd International Conference on Inductive Logic Programming, ILP 2012, held in Dubrovnik, Croatia, in September 2012. The 18 revised full papers were carefully reviewed and selected from 41 submissions. The papers cover the following topics: propositionalization, logical foundations, implementations, probabilistic ILP, applications in robotics and biology, grammatical inference, spatial learning and graph-based learning.

Table of contents (18 chapters)

  • A Relational Approach to Tool-Use Learning in Robots

    Brown, Solly (et al.)

    Pages 1-15

  • A Refinement Operator for Inducing Threaded-Variable Clauses

    Charalambidis, Angelos (et al.)

    Pages 16-31

  • Propositionalisation of Continuous Attributes beyond Simple Aggregation

    Jelali, Soufiane (et al.)

    Pages 32-44

  • Topic Models with Relational Features for Drug Design

    Faruquie, Tanveer A. (et al.)

    Pages 45-57

  • Pairwise Markov Logic

    Fierens, Daan (et al.)

    Pages 58-73

Buy this book

eBook $54.99
price for USA (gross)
  • ISBN 978-3-642-38812-5
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $72.00
price for USA
  • ISBN 978-3-642-38811-8
  • 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
22nd International Conference, ILP 2012, Dubrovnik, Croatia, September 16-18,2012, Revised Selected papers
Editors
  • Fabrizio Riguzzi
  • Filip Zelezny
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
7842
Copyright
2013
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-642-38812-5
DOI
10.1007/978-3-642-38812-5
Softcover ISBN
978-3-642-38811-8
Edition Number
1
Number of Pages
X, 273
Number of Illustrations and Tables
81 b/w illustrations
Topics