Inductive Logic Programming At 30: A New Introduction

Inductive logic programming (ILP) is a form of machine learning. The goal of ILP is to induce a hypothesis (a set of logical rules) that generalises training examples. As ILP turns 30, we provide a new introduction to the field. We introduce the necessary logical notation and the main learning setti...

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Vydané v:	The Journal of artificial intelligence research Ročník 74; s. 765 - 850
Hlavní autori:	Cropper, Andrew, Dumančić, Sebastijan
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	San Francisco AI Access Foundation 01.01.2022
Predmet:	Artificial intelligence Logic programming Machine learning
ISSN:	1076-9757, 1076-9757, 1943-5037
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