Inductive Logic Programming

25th International Conference, ILP 2015, Kyoto, Japan, August 20-22, 2015, Revised Selected Papers

Katsumi Inoue, Hayato Ohwada, Akihiro Yamamoto (Herausgeber)

Buch | Softcover

X, 215 Seiten

2016 | 1st ed. 2016
Springer International Publishing (Verlag)
9783319405650 (ISBN)

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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.

Erscheinungsdatum	08.10.2016
Reihe/Serie	Lecture Notes in Artificial Intelligence
Reihe/Serie	Lecture Notes in Computer Science
Zusatzinfo	X, 215 p. 56 illus.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Themenwelt	Mathematik / Informatik ► Informatik ► Theorie / Studium
Schlagworte	algorithms • Applications • Artificial Intelligence • Computer Science • conference proceedings • Data Mining • formal methods • Informatics • knowledge based systems • Knowledge Representation • Logic Programming • machine learning • Mathematical logic and formal languages • Ontology • relational learning • Research • statistical relational learning
ISBN-13	9783319405650 / 9783319405650
Zustand	Neuware