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检索条件"主题词=Logic Programs with Annotated Disjunctions"
14 条 记 录,以下是11-20 订阅
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Inference with logic programs with annotated disjunctions under the Well Founded Semantics
Inference with Logic Programs with Annotated Disjunctions un...
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24th International Conference on logic Programming (ICLP)
作者: Riguzzi, Fabrizio Univ Ferrara ENDIF I-44100 Ferrara Italy
logic programs with annotated disjunctions (LPADs) allow to express probabilistic information in logic programming. The semantics of an LPAD is given in terms of well founded models of the normal logic programs obtain... 详细信息
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MCINTYRE: A Monte Carlo System for Probabilistic logic Programming
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FUNDAMENTA INFORMATICAE 2013年 第4期124卷 521-541页
作者: Riguzzi, Fabrizio Univ Ferrara Dipartimento Matemat & Informat I-44122 Ferrara Italy
Probabilistic logic Programming is receiving an increasing attention for its ability to model domains with complex and uncertain relations among entities. In this paper we concentrate on the problem of approximate inf... 详细信息
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Expectation maximization over binary decision diagrams for probabilistic logic programs
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INTELLIGENT DATA ANALYSIS 2013年 第2期17卷 343-363页
作者: Bellodi, Elena Riguzzi, Fabrizio Univ Ferrara ENDIF Dipartimento Ingn I-44122 Ferrara Italy
Recently much work in Machine Learning has concentrated on using expressive representation languages that combine aspects of logic and probability. A whole field has emerged, called Statistical Relational Learning, ri... 详细信息
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Experimentation of an expectation maximization algorithm for probabilistic logic programs
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INTELLIGENZA ARTIFICIALE 2012年 第1期6卷 3-18页
作者: Bellodi, Elena Riguzzi, Fabrizio Univ Ferrara Dipartimento Ingn ENDIF Via Saragat 1 I-44122 Ferrara Italy
Statistical Relational Learning and Probabilistic Inductive logic Programming are two emerging fields that use representation languages able to combine logic and probability. In the field of logic Programming, the dis... 详细信息
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