Inductive Logic Programming

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28th International Conference, ILP 2018, Ferrara, Italy, September 2-4,2018, Proceedings, Lecture Notes in Computer Science 11105 – Lecture Notes in Artificial Intelligence

ISBN: 3319999591
ISBN 13: 9783319999593
Herausgeber: Fabrizio Riguzzi/Elena Bellodi/Riccardo Zese
Verlag: Springer Verlag GmbH
Umfang: ix, 173 S., 181 s/w Illustr., 20 farbige Illustr., 173 p. 201 illus., 20 illus. in color.
Erscheinungsdatum: 24.08.2018
Auflage: 1/2018
Produktform: Kartoniert
Einband: Kartoniert
Artikelnummer: 5372651 Kategorie:

Beschreibung

This book constitutes the refereed conference proceedings of the 28th International Conference on Inductive Logic Programming, ILP 2018, held in Ferrara, Italy, in September 2018. The 10 full papers presented were carefully reviewed and selected from numerous submissions. Inductive Logic Programming (ILP) is a subfield of machine learning, which originally relied on logic programming as a uniform representation language for expressing examples, background knowledge and hypotheses. Due to its strong representation formalism, based on first-order logic, ILP provides an excellent means for multi-relational learning and data mining, and more generally for learning from structured data.

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