Kazakov Inductive Logic Programming

Inductive Logic Programming

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29th International Conference, ILP 2019, Plovdiv, Bulgaria, September 3–5, 2019, Proceedings

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Beschreibung

This book constitutes the refereed conference proceedings of the 29th International Conference on Inductive Logic Programming, ILP 2019, held in Plovdiv, Bulgaria, in September 2019.

The 11 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.


Autor*in

Dimitar Kazakov

Themen in »Inductive Logic Programming«

artificial intelligence computer programming computer systems data mining formal logic inductive logic programming (ilp) knowledge representation knowledge-based system learning logic programming machine learning semantics signal processing

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Details

ISBN: 9783030492090
Verlag: Springer International Publishing
Erscheinung: 03.06.2020

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