Lecture Notes in Artificial Intelligence

Inductive Logic Programming

23rd International Conference, ILP 2013, Rio de Janeiro, Brazil, August 28-30, 2013, Revised Selected Papers

Editors: Zaverucha, Gerson, Santos Costa, Vitor, Paes, Aline Marins (Eds.)

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  • ISBN 978-3-662-44923-3
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About this book

This book constitutes the thoroughly refereed post-proceedings of the 23rd International Conference on Inductive Logic Programming, ILP 2013, held in Rio de Janeiro, Brazil, in August 2013.
The 9 revised extended papers were carefully reviewed and selected from 42 submissions. The conference now focuses on all aspects of learning in logic, multi-relational learning and data mining, statistical relational learning, graph and tree mining, relational reinforcement learning, and other forms of learning from structured data.

Table of contents (9 chapters)

Table of contents (9 chapters)
  • MetaBayes: Bayesian Meta-Interpretative Learning Using Higher-Order Stochastic Refinement

    Muggleton, Stephen H. (et al.)

    Pages 1-17

  • On Differentially Private Inductive Logic Programming

    Zeng, Chen (et al.)

    Pages 18-30

  • Learning Through Hypothesis Refinement Using Answer Set Programming

    Athakravi, Duangtida (et al.)

    Pages 31-46

  • A BDD-Based Algorithm for Learning from Interpretation Transition

    Ribeiro, Tony (et al.)

    Pages 47-63

  • Accelerating Imitation Learning in Relational Domains via Transfer by Initialization

    Natarajan, Sriraam (et al.)

    Pages 64-75

Buy this book

eBook $39.99
price for USA in USD (gross)
  • ISBN 978-3-662-44923-3
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $49.99
price for USA in USD
  • ISBN 978-3-662-44922-6
  • 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
23rd International Conference, ILP 2013, Rio de Janeiro, Brazil, August 28-30, 2013, Revised Selected Papers
Editors
  • Gerson Zaverucha
  • Vitor Santos Costa
  • Aline Marins Paes
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
8812
Copyright
2014
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-662-44923-3
DOI
10.1007/978-3-662-44923-3
Softcover ISBN
978-3-662-44922-6
Edition Number
1
Number of Pages
XIII, 141
Number of Illustrations
31 b/w illustrations
Topics