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1. The Most Probable Explanation for Probabilistic Logic Programs with Annotated Disjunctions

关键词：Probabilistic logic programming ; Statistical relational learning ; Most Probable Explanation ; Logic programs with annotated disjunctions ; ProbLog

刊名：Lecture Notes in Computer Science

出版年：2015

2. Bandit-based Monte-Carlo structure learning of probabilistic logic programs

作者： Nicola Di Mauro ; Elena Bellodi ; Fabrizio Riguzzi

关键词：Statistical relational learning ; Structure learning ; Distribution semantics ; Multi ; armed bandit problem ; Monte Carlo tree search ; Logic programs with annotated disjunctions

刊名：Machine Learning

出版年：2015

3. Learning the Structure of Probabilistic Logic Programs

作者：Elena Bellodi (1) elena.bellodi@unife.it
Fabrizio Riguzzi (1) fabrizio.riguzzi@unife.it

关键词：Probabilistic Inductive Logic Programming – ; Statistical Relational Learning – ; Structure Learning – ; Distribution Semantics

刊名：Lecture Notes in Computer Science

出版年：2012

4. Learning the Structure of Probabilistic Logic Programs

作者：Elena Bellodi (21)
Fabrizio Riguzzi (21)

关键词：Probabilistic Inductive Logic Programming ; Statistical Relational Learning ; Structure Learning ; Distribution Semantics

刊名：Lecture Notes in Computer Science

出版年：2012

5. ALLPAD: approximate learning of logic programs with annotated disjunctions

作者： Fabrizio Riguzzi

关键词：Inductive logic programming ; Probabilistic logic programming ; Statistical relational learning ; Logic programs with annotated disjunctions

刊名：Machine Learning

出版年：2008

6.Inference with Logic Programs with Annotated Disjunctions under the Well Founded Semantics

作者：Fabrizio Riguzzi

关键词：Topics Probabilistic Logic Programming ; Well Founded Semantics ; Logic Programs with Annotated Disjunctions ; SLG resolution

刊名：Lecture Notes in Computer Science

出版年：2008

7.ALLPAD: approximate learning of logic programs with annotated disjunctions

作者：Fabrizio Riguzzi

关键词：Inductive logic programming ; Probabilistic logic programming ; Statistical relational learning ; Logic programs with annotated disjunctions

刊名：Machine Learning

出版年：2008

8.A Top Down Interpreter for LPAD and CP-Logic

作者：Fabrizio Riguzzi

刊名：Lecture Notes in Computer Science

出版年：2007

9.A Top Down Interpreter for LPAD and CP-Logic

作者：Fabrizio Riguzzi

刊名：Lecture Notes in Computer Science

出版年：2007

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