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Abstract: Learning in First Order Logic languages raises the problem of searching in very large or even infinite search spaces. In this framework, diverse pruning techniques have been studied. On the one hand, the search space is classically ordered by a generality relation, which can be exploited to dynamically and soundly prune all hypotheses that are more general than an incorrect one (and dually, to prune all hypotheses that are more specific than an incomplete one) [Mitchell, 1982]. On the other... (Update)
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BibTeX entry: (Update)
@misc{ torre-private,
author = "Fabien Torre and Céline Rouveirol",
title = "Private Properties and Natural Relations in Inductive Logic Programming",
url = "citeseer.ist.psu.edu/192126.html" }
Citations (may not include all citations):1838 Foundations of Logic Programming (context) - Lloyd - 1987
492 Learning logical definitions from relations (context) - Quinlan - 1990
313 Inductive logic programming: Theory and methods - Muggleton, Raedt - 1994
274 Generalization as search (context) - Mitchell - 1982
271 Efficient induction of logic programs - Muggleton, Feng - 1990
267 A note on inductive generalization (context) - Plotkin - 1970
63 Inductive inference of theories from facts (context) - Shapiro - 1981
60 A theory of clausal discovery (context) - De Raedt, Bruynooghe - 1993
50 PACLearnability of Determinate Logic Programs - Dzeroski, Muggleton et al. - 1992
44 Generalized subsumption and its application to induction and.. (context) - Buntine - 1988
19 Declarative bias in ILP (context) - N'edellec, Rouveirol et al. - 1996
8 Least generalizations and greatest specializations of sets o.. - Nienhuys-Cheng, de Wolf - 1996
7 Existence and nonexistence of complete refinement operators (context) - van der Laag, Nienhuys-Cheng
6 An Analysis of Refinement Operators in Inductive Logic Progr.. (context) - van der Laag - 1995
6 Generalization of clauses under implication (context) - Idestam-Almquist - 1995
3 A note on refinement operators (context) - Niblett - 1993
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