Lecture Notes in Artificial Intelligence

Inductive Logic Programming

26th International Conference, ILP 2016, London, UK, September 4-6, 2016, Revised Selected Papers

Editors: Cussens, James, Russo, Alessandra (Eds.)

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  • ISBN 978-3-319-63342-8
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About this book

This book constitutes the thoroughly refereed post-conference proceedings of the 26th International Conference on Inductive Logic Programming, ILP 2016, held in London, UK, in September 2016.

The 10 full papers presented were carefully reviewed and selected from 29 submissions. The papers represent well the current breath of ILP research topics such as predicate invention; graph-based learning; spatial learning; logical foundations; statistical relational learning; probabilistic ILP; implementation and scalability; applications in robotics, cyber security and games.

Table of contents (10 chapters)

Table of contents (10 chapters)
  • Estimation-Based Search Space Traversal in PILP Environments

    Pages 1-13

    Côrte-Real, Joana (et al.)

  • Inductive Logic Programming Meets Relational Databases: Efficient Learning of Markov Logic Networks

    Pages 14-26

    Malec, Marcin (et al.)

  • Online Structure Learning for Traffic Management

    Pages 27-39

    Michelioudakis, Evangelos (et al.)

  • Learning Through Advice-Seeking via Transfer

    Pages 40-51

    Odom, Phillip (et al.)

  • How Does Predicate Invention Affect Human Comprehensibility?

    Pages 52-67

    Schmid, Ute (et al.)

Buy this book

eBook $44.99
price for USA in USD (gross)
  • ISBN 978-3-319-63342-8
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $59.99
price for USA in USD
  • ISBN 978-3-319-63341-1
  • 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
26th International Conference, ILP 2016, London, UK, September 4-6, 2016, Revised Selected Papers
Editors
  • James Cussens
  • Alessandra Russo
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
10326
Copyright
2017
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing AG
eBook ISBN
978-3-319-63342-8
DOI
10.1007/978-3-319-63342-8
Softcover ISBN
978-3-319-63341-1
Edition Number
1
Number of Pages
XVII, 133
Number of Illustrations
44 b/w illustrations
Topics