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Reasoning with Contextual Knowledge and Influence Diagrams

Jul 01, 2020
Erman Acar, Rafael Peñaloza


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Axiom Pinpointing

Mar 18, 2020
Rafael Peñaloza


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Provenance for the Description Logic ELHr

Jan 21, 2020
Camille Bourgaux, Ana Ozaki, Rafael Peñaloza, Livia Predoiu

* 24 pages 

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Probabilistic Temporal Logic over Finite Traces (Technical Report)

Mar 12, 2019
Fabrizio M. Maggi, Marco Montali, Rafael Peñaloza


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A Decidable Very Expressive Description Logic for Databases (Extended Version)

Jul 25, 2017
Alessandro Artale, Enrico Franconi, Rafael Peñaloza, Francesco Sportelli

* 20 pages. Extended version of paper appearing in the International Semantic Web Conference (ISWC 2017). arXiv admin note: text overlap with arXiv:1604.00799 

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Towards Statistical Reasoning in Description Logics over Finite Domains (Full Version)

Jun 10, 2017
Rafael Peñaloza, Nico Potyka

* 16 pages. Extended version of "Towards Statistical Reasoning in Description Logics over Finite Domains" published at the 11th International Conference on Scalable Uncertainty Management (SUM 2017) 

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Probabilistic Reasoning in the Description Logic ALCP with the Principle of Maximum Entropy (Full Version)

Jun 30, 2016
Rafael Peñaloza, Nico Potyka

* Full version of paper accepted at the Tenth International Conference on Scalable Uncertainty Management (SUM 2016) 

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Answering Fuzzy Conjunctive Queries over Finitely Valued Fuzzy Ontologies

Oct 14, 2015
Stefan Borgwardt, Theofilos Mailis, Rafael Peñaloza, Anni-Yasmin Turhan

* submitted to the Journal on Data Semantics, v1: 19 pages, v2: 20 pages, improved evaluation section 

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Reasoning in Infinitely Valued G-IALCQ

Sep 29, 2015
Stefan Borgwardt, Rafael Peñaloza

* Workshop on Weighted Logics for Artificial Intelligence, 2015 

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Dynamic Bayesian Ontology Languages

Jun 26, 2015
İsmail İlkan Ceylan, Rafael Peñaloza

* Fifth International Workshop on Statistical Relational AI (StarAI'2015) 

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