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Abstract: Introduction La Programmation Logique Inductive (PLI) [14] s'int'eresse `a l'apprentissage `a partir d'exemples d'ecrits dans une restriction de la logique des pr'edicats. La puissance de ce langage est n'ecessaire lorsque les exemples font intervenir plusieurs objets de meme type en nombre variable (e.g. les mol'ecules chimiques contiennent un nombre variable d'atomes) ou lorsque ces objets sont comparables (e.g. les roues d'une voiture) ; cf [23] pour une discussion d'etaill'ee. La PLI... (Update)
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BibTeX entry: (Update)
@misc{ sebag-subsumption,
author = "Michèle Sebag and Céline Rouveirol",
title = "Subsumption Stochastique, et Apprentissage Polynomial en Logique des Pr'edicats",
url = "citeseer.ist.psu.edu/4865.html" }
Citations (may not include all citations):493 Communication of the ACM (context) - Valiant, of et al. - 1984
492 Learning logical definition from relations (context) - Quinlan - 1990
392 A theory and methodology of inductive learning (context) - Michalski - 1983
313 Inductive logic programming: Theory and methods - Muggleton, De Raedt - 1994
274 Generalization as search (context) - Mitchell - 1982
212 Inductive Logic Programming: Techniques and Applications (context) - Lavrac, Dzeroski - 1994
149 Quantifying inductive bias : AI learning algorithms and Vali.. (context) - Haussler - 1988
130 Inverse entailment and PROGOL - Muggleton - 1995
40 Relating chemical activity to structure: an examination of I.. - King, Srinivasan et al. - 1995
39 Learning in FOL with a similarity measure (context) - Bisson - 1992
30 Further experimental evidence against the utility of Occam's.. - Webb - 1996
29 Rule induction and instance-based learning: A unified approa.. - Domingos - 1995
29 Constraint inductive logic programming - Sebag, Rouveirol - 1996
27 First Order Regression (context) - Karalic - 1995
23 Bayesian inductive logic programming - Muggleton - 1994
15 Delaying the choice of bias: A disjunctive version space app.. - Sebag - 1996
8 Comparing the use of background knowledge by two ILP systems (context) - Srinivasan, Muggleton - 1995
6 Representation changes for efficient learning in structural .. - Zucker, Ganascia - 1996
4 The need for bias in learning generalizations (context) - Mitchell - 1991
2 An efficient subsumption algorithm for ILP (context) - Kietz, Lubbe - 1994
2 Search internsive concept induction (context) - Giordana, Neri - 1994
1 ILP for natural language processing (context) - Mooney - 1996
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