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» The Logic of Learning

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ALT
2004
Springer

158views Machine Learning» more ALT 2004»

Probabilistic Inductive Logic Programming

14 years 7 months ago

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Probabilistic inductive logic programming, sometimes also called statistical relational learning, addresses one of the central questions of artiﬁcial intelligence: the integratio...

Luc De Raedt, Kristian Kersting

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ICML
2008
IEEE

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Discriminative structure and parameter learning for Markov logic networks

14 years 11 months ago

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Tuyen N. Huynh, Raymond J. Mooney

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ASP
2001
Springer

215views Automated Reasoning» more ASP 2001»

Learning by Answer Sets

14 years 2 months ago

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This paper presents a novel application of answer set programming to concept learning in nonmonotonic logic programs. Given an extended logic program as a background theory, we in...

Chiaki Sakama

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ECML
1993
Springer

73views Machine Learning» more ECML 1993»

Inductive Logic Programming: Derivations, Successes and Shortcomings

14 years 2 months ago