Inductive Logic Programming

26th International Conference, ILP 2016, London, UK, September 4-6, 2016, Revised Selected Papers
1. Auflage 2017
ISBN: 978-3-319-63341-1
Verlag: Springer International Publishing

Buch, Englisch, Band 10326, 133 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 2409 g

Reihe: Lecture Notes in Computer Science

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.

Zielgruppe

Research

Autoren/Hrsg.

Russo, Alessandra

Cussens, James

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Logik, formale Sprachen, Automaten
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz
• Mathematik | Informatik EDV | Informatik Programmierung | Softwareentwicklung Funktionale, Logische, Parallele und Visuelle Programmierung

Inhaltsverzeichnis

Predicate invention.- Graph-based learning.- Spatial learning.- Logical foundations.- Statistical relational learning.-Probabilistic ILP.- Implementation and scalability.- Applications in robotics, cyber security and games.