Inductive Logic Programming [electronic resource] : 26th International Conference, ILP 2016, London, UK, September 4-6, 2016, Revised Selected Papers / edited by James Cussens, Alessandra Russo.

Contributor(s): Cussens, James [editor.] | Russo, Alessandra [editor.] | SpringerLink (Online service)Material type: TextTextSeries: Lecture Notes in Artificial Intelligence ; 10326 | Lecture Notes in Computer Science ; 10326Publisher: Cham : Springer International Publishing : Imprint: Springer, 2017Edition: 1st ed. 2017Description: XVII, 133 p. 44 illus. online resourceContent type: text Media type: computer Carrier type: online resourceISBN: 9783319633428Subject(s): Artificial intelligence | Mathematical logic | Computer programming | Computer logic | Data mining | Artificial Intelligence | Mathematical Logic and Formal Languages | Programming Techniques | Logics and Meanings of Programs | Data Mining and Knowledge DiscoveryAdditional physical formats: Printed edition:: No title; Printed edition:: No titleDDC classification: 006.3 LOC classification: Q334-342Online resources: Click here to access online
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.
In: Springer Nature eBookSummary: 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.
Item type: E-BOOKS
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Predicate invention -- Graph-based learning -- Spatial learning -- Logical foundations -- Statistical relational learning.-Probabilistic ILP -- Implementation and scalability -- Applications in robotics, cyber security and games.

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.

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