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» ProbLog2: Probabilistic Logic Programming
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166
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ECSQARU
2005
Springer
16 years 29 days ago
Probabilistic Description Logic Programs
Thomas Lukasiewicz
202
Voted
ETAI
2000
84views more  ETAI 2000»
15 years 7 months ago
Learning Stochastic Logic Programs
Stochastic logic programs combine ideas from probabilistic grammars with the expressive power of definite clause logic; as such they can be considered as an extension of probabili...
Stephen Muggleton
211
Voted
ML
2006
ACM
122views Machine Learning» more  ML 2006»
15 years 7 months ago
PRL: A probabilistic relational language
In this paper, we describe the syntax and semantics for a probabilistic relational language (PRL). PRL is a recasting of recent work in Probabilistic Relational Models (PRMs) into ...
Lise Getoor, John Grant
ILP
2005
Springer
16 years 28 days ago
Logical Bayesian Networks and Their Relation to Other Probabilistic Logical Models
Abstract. Logical Bayesian Networks (LBNs) have recently been introduced as another language for knowledge based model construction of Bayesian networks, besides existing languages...
Daan Fierens, Hendrik Blockeel, Maurice Bruynooghe...