VADA: Publications
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[1]
Complexity Results for Preference Aggregation over (m)CP−nets: Pareto and Majority Voting
Thomas Lukasiewicz and Enrico Malizia
In Artificial Intelligence. Vol. 272. Pages 101–142. July, 2019.
Details about Complexity Results for Preference Aggregation over (m)CP−nets: Pareto and Majority Voting | BibTeX data for Complexity Results for Preference Aggregation over (m)CP−nets: Pareto and Majority Voting | Link to Complexity Results for Preference Aggregation over (m)CP−nets: Pareto and Majority Voting
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[2]
A Tutorial on Query Answering and Reasoning over Probabilistic Knowledge Bases
İsmail İlkan Ceylan and Thomas Lukasiewicz
In Claudia d'Amato and Martin Theobald, editors, Reasoning Web. Learning‚ Uncertainty‚ Streaming‚ and Scalability — 14th International Summer School 2018‚ Esch−sur−Alzette‚ Luxembourg‚ September 22−26‚ 2018‚ Tutorial Lectures. Vol. 11078 of Lecture Notes in Computer Science. Pages 35–77. Springer. August, 2018.
Details about A Tutorial on Query Answering and Reasoning over Probabilistic Knowledge Bases | BibTeX data for A Tutorial on Query Answering and Reasoning over Probabilistic Knowledge Bases | Link to A Tutorial on Query Answering and Reasoning over Probabilistic Knowledge Bases
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[3]
Lightweight Tag−Aware Personalized Recommendation on the Social Web Using Ontological Similarity
Zhenghua Xu‚ Oana Tifrea−Marciuska‚ Thomas Lukasiewicz‚ Maria Vanina Martinez‚ Gerardo I. Simari and Cheng Chen
In IEEE Access. Vol. 6. No. 1. Pages 35590−35610. July, 2018.
Details about Lightweight Tag−Aware Personalized Recommendation on the Social Web Using Ontological Similarity | BibTeX data for Lightweight Tag−Aware Personalized Recommendation on the Social Web Using Ontological Similarity | Link to Lightweight Tag−Aware Personalized Recommendation on the Social Web Using Ontological Similarity
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[4]
Recent Advances in Querying Probabilistic Knowledge Bases
Stefan Borgwardt‚ İsmail İlkan Ceylan and Thomas Lukasiewicz
In Jérôme Lang, editor, Proceedings of the 27th International Joint Conference on Artificial Intelligence and the 23rd European Conference on Artificial Intelligence‚ IJCAI−ECAI 2018‚ Stockholm‚ Sweden‚ July 13−19‚ 2018. Pages 5420−5426. IJCAI/AAAI Press. July, 2018.
Details about Recent Advances in Querying Probabilistic Knowledge Bases | BibTeX data for Recent Advances in Querying Probabilistic Knowledge Bases | Link to Recent Advances in Querying Probabilistic Knowledge Bases
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[5]
Complexity of Approximate Query Answering under Inconsistency in Datalog+⁄−
Thomas Lukasiewicz‚ Enrico Malizia and Cristian Molinaro
In Jérôme Lang, editor, Proceedings of the 27th International Joint Conference on Artificial Intelligence and the 23rd European Conference on Artificial Intelligence‚ IJCAI−ECAI 2018‚ Stockholm‚ Sweden‚ July 13−19‚ 2018. Pages 1921−1927. IJCAI/AAAI Press. July, 2018.
Details about Complexity of Approximate Query Answering under Inconsistency in Datalog+⁄− | BibTeX data for Complexity of Approximate Query Answering under Inconsistency in Datalog+⁄− | Link to Complexity of Approximate Query Answering under Inconsistency in Datalog+⁄−
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[6]
Ontological Query Answering under Many−Valued Group Preferences in Datalog+⁄−
Bettina Fazzinga‚ Thomas Lukasiewicz‚ Maria Vanina Martinez‚ Gerardo I. Simari and Oana Tifrea−Marciuska
In International Journal of Approximate Reasoning. Vol. 93. Pages 354–371. February, 2018.
Details about Ontological Query Answering under Many−Valued Group Preferences in Datalog+⁄− | BibTeX data for Ontological Query Answering under Many−Valued Group Preferences in Datalog+⁄− | Link to Ontological Query Answering under Many−Valued Group Preferences in Datalog+⁄−
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[7]
Learning Structured Video Descriptions: Automated Video Knowledge Extraction for Video Understanding Tasks
Daniel Vasile and Thomas Lukasiewicz
In Hervé Panetto‚ Christophe Debruyne‚ Henderik A. Proper‚ Claudio Agostino Ardagna‚ Dumitru Roman and Robert Meersman, editors, On the Move to Meaningful Internet Systems. OTM 2018 Conferences: Confederated International Conferences: CoopIS‚ C&TC‚ and ODBASE 2018‚ Valletta‚ Malta‚ October 23−24‚ 2018. Vol. 11230 of Lecture Notes in Computer Science. Pages 315−332. Springer. October, 2018.
Details about Learning Structured Video Descriptions: Automated Video Knowledge Extraction for Video Understanding Tasks | BibTeX data for Learning Structured Video Descriptions: Automated Video Knowledge Extraction for Video Understanding Tasks | Link to Learning Structured Video Descriptions: Automated Video Knowledge Extraction for Video Understanding Tasks
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[8]
A Novel Characterization of the Complexity Class Θ^P_k Based on Counting and Comparison
Thomas Lukasiewicz and Enrico Malizia
In Theoretical Computer Science. Vol. 694. Pages 21–33. September, 2017.
Details about A Novel Characterization of the Complexity Class Θ^P_k Based on Counting and Comparison | BibTeX data for A Novel Characterization of the Complexity Class Θ^P_k Based on Counting and Comparison | Link to A Novel Characterization of the Complexity Class Θ^P_k Based on Counting and Comparison
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[9]
Tag−Aware Personalized Recommendation Using a Hybrid Deep Model
Zhenghua Xu‚ Thomas Lukasiewicz‚ Cheng Chen‚ Yishu Miao and Xiangwu Meng
In Carles Sierra, editor, Proceedings of the 26th International Joint Conference on Artificial Intelligence‚ IJCAI 2017‚ Melbourne‚ Australia‚ August 19−25‚ 2017. Pages 3196–3202. IJCAI/AAAI Press. August, 2017.
Details about Tag−Aware Personalized Recommendation Using a Hybrid Deep Model | BibTeX data for Tag−Aware Personalized Recommendation Using a Hybrid Deep Model | Download (pdf) of Tag−Aware Personalized Recommendation Using a Hybrid Deep Model
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[10]
Query Answering in Ontologies Under Preference Rankings
İsmail İlkan Ceylan‚ Thomas Lukasiewicz‚ Rafael Peñaloza and Oana Tifrea−Marciuska
In Carles Sierra, editor, Proceedings of the 26th International Joint Conference on Artificial Intelligence‚ IJCAI 2017‚ Melbourne‚ Australia‚ August 19−25‚ 2017. Pages 943–949. IJCAI/AAAI Press. August, 2017.
Details about Query Answering in Ontologies Under Preference Rankings | BibTeX data for Query Answering in Ontologies Under Preference Rankings | Download (pdf) of Query Answering in Ontologies Under Preference Rankings
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[11]
Many Facets of Reasoning Under Uncertainty‚ Inconsistency‚ Vagueness‚ and Preferences: A Brief Survey
Gabriele Kern−Isberner and Thomas Lukasiewicz
In Künstliche Intelligenz. Vol. 31. No. 1. Pages 9–13. March, 2017.
Details about Many Facets of Reasoning Under Uncertainty‚ Inconsistency‚ Vagueness‚ and Preferences: A Brief Survey | BibTeX data for Many Facets of Reasoning Under Uncertainty‚ Inconsistency‚ Vagueness‚ and Preferences: A Brief Survey | Link to Many Facets of Reasoning Under Uncertainty‚ Inconsistency‚ Vagueness‚ and Preferences: A Brief Survey
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[12]
Location−Aware Personalized News Recommendation with Deep Semantic Analysis
Cheng Chen‚ Xiangwu Meng‚ Zhenghua Xu and Thomas Lukasiewicz.
In IEEE Access. Vol. 5. Pages 1624–1638. January, 2017.
Details about Location−Aware Personalized News Recommendation with Deep Semantic Analysis | BibTeX data for Location−Aware Personalized News Recommendation with Deep Semantic Analysis | Link to Location−Aware Personalized News Recommendation with Deep Semantic Analysis
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[13]
Uncertainty Reasoning for the Semantic Web
Thomas Lukasiewicz
In Giovambattista Ianni‚ Domenico Lembo‚ Leopoldo E. Bertossi‚ Wolfgang Faber‚ Birte Glimm‚ Georg Gottlob and Steffen Staab, editors, Reasoning Web. Semantic Interoperability on the Web − 13th International Summer School 2017‚ London‚ UK‚ July 7−11‚ 2017‚ Tutorial Lectures. Vol. 10370 of Lecture Notes in Computer Science. Pages 276–291. Springer. 2017.
Details about Uncertainty Reasoning for the Semantic Web | BibTeX data for Uncertainty Reasoning for the Semantic Web | Link to Uncertainty Reasoning for the Semantic Web
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[14]
Ontology−Mediated Queries for Probabilistic Databases
Stefan Borgwardt‚ İsmail İlkan Ceylan and Thomas Lukasiewicz
In Satinder Singh and Shaul Markovitch, editors, Proceedings of the 31st National Conference on Artificial Intelligence‚ AAAI 2017‚ San Francisco‚ California‚ USA‚ February 4–9‚ 2017. Pages 1063–1069. AAAI Press. 2017.
Details about Ontology−Mediated Queries for Probabilistic Databases | BibTeX data for Ontology−Mediated Queries for Probabilistic Databases | Link to Ontology−Mediated Queries for Probabilistic Databases
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[15]
Complexity of Threshold Query Answering in Probabilistic Ontological Data Exchange
Thomas Lukasiewicz and Livia Predoiu
In Maria S. Fox and Gal A. Kaminka, editors, Proceedings of the 22nd European Conference on Artificial Intelligence‚ ECAI 2016‚ The Hague‚ The Netherlands‚ August 29 − September 2‚ 2016. Pages 1008−1016. IOS Press. August, 2016.
Details about Complexity of Threshold Query Answering in Probabilistic Ontological Data Exchange | BibTeX data for Complexity of Threshold Query Answering in Probabilistic Ontological Data Exchange | Link to Complexity of Threshold Query Answering in Probabilistic Ontological Data Exchange
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[16]
Complexity Results for Probabilistic Datalog+⁄−
İsmail İlkan Ceylan‚ Thomas Lukasiewicz and Rafael Peñaloza
In Maria S. Fox and Gal A. Kaminka, editors, Proceedings of the 22nd European Conference on Artificial Intelligence‚ ECAI 2016‚ The Hague‚ The Netherlands‚ August 29 − September 2‚ 2016. Pages 1414−1422. IOS Press. August, 2016.
Details about Complexity Results for Probabilistic Datalog+⁄− | BibTeX data for Complexity Results for Probabilistic Datalog+⁄− | Link to Complexity Results for Probabilistic Datalog+⁄−
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[17]
Preferential Query Answering over the Semantic Web with Possibilistic Networks
Stefan Borgwardt‚ Bettina Fazzinga‚ Thomas Lukasiewicz‚ Akanksha Shrivastava and Oana Tifrea−Marciuska
In Subbarao Kambhampati, editor, Proceedings of the 25th International Joint Conference on Artificial Intelligence‚ IJCAI 2016‚ New York‚ NY‚ USA‚ July 9−15‚ 2016. Pages 994−1000. IJCAI/AAAI Press. July, 2016.
Details about Preferential Query Answering over the Semantic Web with Possibilistic Networks | BibTeX data for Preferential Query Answering over the Semantic Web with Possibilistic Networks | Link to Preferential Query Answering over the Semantic Web with Possibilistic Networks
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[18]
Generalized Consistent Query Answering under Existential Rules
Thomas Eiter‚ Thomas Lukasiewicz and Livia Predoiu
In James P. Delgrande and Frank Wolter, editors, Proceedings of the 15th International Conference on the Principles of Knowledge Representation and Reasoning‚ KR 2016‚ Cape Town‚ South Africa‚ April 25−29‚ 2016. Pages 359−368. AAAI Press. April, 2016.
Details about Generalized Consistent Query Answering under Existential Rules | BibTeX data for Generalized Consistent Query Answering under Existential Rules | Link to Generalized Consistent Query Answering under Existential Rules
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[19]
Probabilistic Models over Weighted Orderings: Fixed−Parameter Tractable Variable Elimination
Thomas Lukasiewicz‚ Maria Vanina Martinez‚ David Poole and Gerardo I. Simari
In James P. Delgrande and Frank Wolter, editors, Proceedings of the 15th International Conference on the Principles of Knowledge Representation and Reasoning‚ KR 2016‚ Cape Town‚ South Africa‚ April 25−29‚ 2016. Pages 494−504. AAAI Press. April, 2016.
Details about Probabilistic Models over Weighted Orderings: Fixed−Parameter Tractable Variable Elimination | BibTeX data for Probabilistic Models over Weighted Orderings: Fixed−Parameter Tractable Variable Elimination | Link to Probabilistic Models over Weighted Orderings: Fixed−Parameter Tractable Variable Elimination
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[20]
Basic Probabilistic Ontological Data Exchange with Existential Rules
Thomas Lukasiewicz‚ Maria Vanina Martinez‚ Livia Predoiu and Gerardo I. Simari
In Dale Schuurmans and Michael Wellman, editors, Proceedings of the 30th National Conference on Artificial Intelligence‚ AAAI 2016‚ Phoenix‚ Arizona‚ USA‚ February 12–17‚ 2016. Pages 1023−1029. AAAI Press. February, 2016.
Details about Basic Probabilistic Ontological Data Exchange with Existential Rules | BibTeX data for Basic Probabilistic Ontological Data Exchange with Existential Rules | Link to Basic Probabilistic Ontological Data Exchange with Existential Rules
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[21]
On the Complexity of mCP−Nets
Thomas Lukasiewicz and Enrico Malizia
In Dale Schuurmans and Michael Wellman, editors, Proceedings of the 30th National Conference on Artificial Intelligence‚ AAAI 2016‚ Phoenix‚ Arizona‚ USA‚ February 12–17‚ 2016. Pages 558−564. AAAI Press. February, 2016.
Details about On the Complexity of mCP−Nets | BibTeX data for On the Complexity of mCP−Nets | Link to On the Complexity of mCP−Nets
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[22]
Tag−Aware Personalized Recommendation Using a Deep−Semantic Similarity Model with Negative Sampling
Zhenghua Xu‚ Cheng Chen‚ Thomas Lukasiewicz‚ Yishu Miao and Xiangwu Meng
In Elisa Bertino‚ Fabio Crestani‚ Javed Mostafa‚ Jie Tang‚ Luo Si and Xiaofang Zhou, editors, Proceedings of the 25th ACM International Conference on Information and Knowledge Management‚ CIKM 2016‚ Indianapolis‚ USA‚ October 24−28‚ 2016. Pages 1921−1924. ACM Press. October, 2016.
Details about Tag−Aware Personalized Recommendation Using a Deep−Semantic Similarity Model with Negative Sampling | BibTeX data for Tag−Aware Personalized Recommendation Using a Deep−Semantic Similarity Model with Negative Sampling | Link to Tag−Aware Personalized Recommendation Using a Deep−Semantic Similarity Model with Negative Sampling