Inductive Logic Programming
25th International Conference, ILP 2015, Kyoto, Japan, August 20-22, 2015, Revised Selected Papers
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Beschreibung
This book constitutes the thoroughly refereed post-conference proceedings of the 25th International Conference on Inductive Logic Programming, ILP 2015, held in Kyoto, Japan, in August 2015.
The 14 revised papers presented were carefully reviewed and selected from 44 submissions. The papers focus on topics such as theories, algorithms, representations and languages, systems and applications of ILP, and cover all areas of learning in logic, relational learning, relational data mining, statistical relational learning, multi-relational data mining, relational reinforcement learning, graph mining, connections with other learning paradigms, among others.
Includes supplementary material: sn.pub/extras
Autor*in
Katsumi Inoue
Themen in »Inductive Logic Programming«
algorithms artificial intelligence data mining formal methods knowledge based systems knowledge representation logic programming machine learning ontology relational learning statistical relational learning