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» Learning Stochastic Logic Programs

137

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ECAI
2004
Springer

82views Artificial Intelligence» more ECAI 2004»

Yet More Efficient EM Learning for Parameterized Logic Programs by Inter-Goal Sharing

15 years 8 months ago

Download sato-www.cs.titech.ac.jp

Abstract. In previous research, we presented a dynamicprogramming-based EM (expectation-maximization) algorithm for parameterized logic programs, which is based on the structure sh...

Yoshitaka Kameya, Taisuke Sato, Neng-Fa Zhou

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193

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COLT
1994
Springer

241views Machine Learning» more COLT 1994»

Bayesian Inductive Logic Programming

15 years 8 months ago

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Inductive Logic Programming (ILP) involves the construction of first-order definite clause theories from examples and background knowledge. Unlike both traditional Machine Learnin...

Stephen Muggleton

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163

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KI
2007
Springer

166views Artificial Intelligence» more KI 2007»

Extending Markov Logic to Model Probability Distributions in Relational Domains

15 years 10 months ago

Download alchemy.cs.washington.edu

Abstract. Markov logic, as a highly expressive representation formalism that essentially combines the semantics of probabilistic graphical models with the full power of ﬁrst-orde...

Dominik Jain, Bernhard Kirchlechner, Michael Beetz

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ICEIS
2009
IEEE

90views Information Technology» more ICEIS 2009»

A Logic Programming Framework for Learning by Imitation

15 years 11 months ago

Download www.di.uniba.it

Grazia Bombini, Nicola Di Mauro, Teresa Maria Alto...

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