Inductive Logic Programming : 26th International Conference, ILP 2016, London, UK, September 4-6, 2016, Revised Selected Papers /

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...

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Bibliographic Details
Corporate Authors: SpringerLink Online service
Group Author: Cussens, James; Russo, Alessandra
Published: Springer International Publishing : Imprint: Springer,
Publisher Address: Cham :
Publication Dates: 2017.
Literature type: eBook
Language: English
Series: Lecture Notes in Computer Science, 10326
Subjects:
Online Access: http://dx.doi.org/10.1007/978-3-319-63342-8
Summary: 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.
Carrier Form: 1 online resource (XVII, 133 pages): illustrations.
ISBN: 9783319633428
Index Number: Q334
CLC: TP18-532
Contents: Predicate invention -- Graph-based learning -- Spatial learning -- Logical foundations -- Statistical relational learning.-Probabilistic ILP -- Implementation and scalability -- Applications in robotics, cyber security and games.