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Predicate Invention in ILP — an Overview

. Proceedings of the European Conference on Machine Learning (ECML'93), volume 667 of LNCS, page 311--322. Springer-Verlag, (1993)

Abstract

Inductive Logic Programming (ILP) is a subfield of machine learning dealing with inductive inference in a first order Horn clause framework. A problem in ILP is how to extend the hypotheses language in the case that the vocabulary given initially is insufficient. One way to adapt the vocabulary is to introduce new predicates.

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