Keyword

inductive logic programming

Description: A machine-learning method that infers logic programs from examples and background knowledge, used in artificial intelligence and knowledge discovery.

Primary topic: Logic, Reasoning, and Knowledge (31%)

Wikidata ID: wiki/Q1464197

OpenAlex ID: keywords/inductive-logic-programming

Theoretical and Empirical Analysis of ReliefF and RReliefF

2003 · Marko Robnik-Šikonja, Igor Kononenko · Machine Learning · 3,020

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Markov logic networks

2006 · Matthew Richardson, Pedro Domingos · Machine Learning · 2,668

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Embedding Entities and Relations for Learning and Inference in Knowledge Bases

2014 · Wu, Hong, Wang, Zhe, et al. · arXiv (Cornell University) · 2,250

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Learning Logical Definitions from Relations

1990 · J. R. Quinlan · Machine Learning · 1,641

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Inductive Logic Programming: Theory and methods

1994 · Stephen Muggleton, Luc de Raedt · The Journal of Logic Programming · 1,541

Inverse entailment and progol

1995 · Stephen Muggleton · New Generation Computing · 1,414

Prolog programming for artificial intelligence

1986 · Computer-Aided Design · 1,074

Inductive logic programming

1991 · Stephen Muggleton · New Generation Computing · 1,048

Proceedings of the 22nd international conference on Machine learning - ICML '05

2005 · 840

Inductive Logic Programming: Techniques and Applications

1993 · Nada Lavrač, Sašo Džeroski · 763

Top-down induction of first-order logical decision trees

1998 · Hendrik Blockeel, Luc De Raedt · Artificial Intelligence · 686

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Efficient Induction of Logic Programs

1990 · Stephen Muggleton, Cheng Feng · 674

Learning to parse database queries using inductive logic programming

1996 · John M. Zelle, Raymond J. Mooney · 646

AMIE

2013 · Luis Antonio Galárraga, Christina Teflioudi, et al. · International World Wide Web Conference (WWW) · 604

FOIL: A midterm report

1993 · J. R. Quinlan, R. M. Cameron-Jones · Lecture notes in computer science · 530

Separate-and-Conquer Rule Learning

1999 · Johannes Fürnkranz · Artificial Intelligence Review · 528

Proceedings of the 22nd international conference on Machine learning

2005 · Sašo Džeroski, Luc De Raedt, et al. · 520

Fast rule mining in ontological knowledge bases with AMIE $$+$$ +

2015 · Luis Galárraga, Christina Teflioudi, et al. · The VLDB Journal · 519

Relational Learning of Pattern-Match Rules for Information Extraction.

1997 · Mary Elaine Califf, Raymond J. Mooney · 504

Foundations of Inductive Logic Programming

1997 · Shan-Hwei Nienhuys-Cheng, Roland Wolf · Lecture notes in computer science · 473

An Introduction to Machine Learning

2017 · Miroslav Kubat · Springer eBooks · 444

Foundations of Rule Learning

2012 · Johannes Fürnkranz, Dragan Gamberger, et al. · Cognitive technologies · 426

Learning Explanatory Rules from Noisy Data

2018 · Richard Evans, Edward Grefenstette · Journal of Artificial Intelligence Research · 425

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Top-down induction of clustering trees

2000 · Blockeel, Hendrik, De Raedt, Luc, et al. · arXiv (Cornell University) · 423

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Relational Reinforcement Learning

2001 · Sašo Džeroski, Luc De Raedt, et al. · Machine Learning · 371

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Works count: 4,099

Citation count: 62,130