VADA: Publications

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@article{AIJ-LM-2018,
  title = "Complexity Results for Preference Aggregation over (m)CP-nets: Pareto and Majority Voting",
  author = "Thomas Lukasiewicz and Enrico Malizia",
  year = "2019",
  journal = "Artificial Intelligence",
  month = "July",
  pages = "101--142",
  publisher = "Elsevier",
  url = "https://doi.org/10.1016/j.artint.2018.12.010",
  volume = "272",
}

@incollection{CeylLuka2018,
  title = "A Tutorial on Query Answering and Reasoning over Probabilistic Knowledge Bases",
  author = "{\.I}smail {\.I}lkan Ceylan and Thomas Lukasiewicz",
  year = "2018",
  booktitle = "Reasoning Web. Learning, Uncertainty, Streaming, and Scalability --- 14th International Summer School 2018‚ Esch-sur-Alzette, Luxembourg‚ September 22−26‚ 2018‚ Tutorial Lectures",
  editor = "Claudia d'Amato and Martin Theobald",
  month = "August",
  pages = "35--77",
  publisher = "Springer",
  series = "Lecture Notes in Computer Science",
  url = "https://doi.org/10.1007/978-3-030-00338-8_3",
  volume = "11078",
}

@article{XTLMSC2018,
  title = "Lightweight Tag-Aware Personalized Recommendation on the Social Web Using Ontological Similarity",
  author = "Zhenghua Xu and Oana Tifrea-Marciuska and Thomas Lukasiewicz and Maria Vanina Martinez and Gerardo I. Simari and Cheng Chen",
  year = "2018",
  journal = "IEEE Access",
  month = "July",
  number = "1",
  pages = "35590-35610",
  url = "http://dx.doi.org/10.1109/ACCESS.2018.2850762",
  volume = "6",
}

@inproceedings{BCL2018,
  title = "Recent Advances in Querying Probabilistic Knowledge Bases",
  author = "Stefan Borgwardt and {\.I}smail {\.I}lkan Ceylan and Thomas Lukasiewicz",
  year = "2018",
  booktitle = "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",
  editor = "J{\'{e}}r{\^{o}}me Lang",
  month = "July",
  pages = "5420-5426",
  publisher = "IJCAI/AAAI Press",
  url = "https://doi.org/10.24963/ijcai.2018/765",
}

@inproceedings{LMM2018,
  title = "Complexity of Approximate Query Answering under Inconsistency in Datalog+⁄−",
  author = "Thomas Lukasiewicz and Enrico Malizia and Cristian Molinaro",
  year = "2018",
  booktitle = "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",
  editor = "J{\'{e}}r{\^{o}}me Lang",
  month = "July",
  pages = "1921-1927",
  publisher = "IJCAI/AAAI Press",
  url = "https://www.ijcai.org/proceedings/2018/265",
}

@article{IJARFLMST2017,
  title = "Ontological Query Answering under Many-Valued Group Preferences in Datalog+⁄−",
  author = "Bettina Fazzinga and Thomas Lukasiewicz and Maria Vanina Martinez and Gerardo I. Simari and Oana Tifrea-Marciuska",
  year = "2018",
  journal = "International Journal of Approximate Reasoning",
  month = "February",
  pages = "354--371",
  url = "https://doi.org/10.1016/j.ijar.2017.11.008",
  volume = "93",
}

@inproceedings{VasiLuka2018,
  title = "Learning Structured Video Descriptions: Automated Video Knowledge Extraction for Video Understanding Tasks",
  author = "Daniel Vasile and Thomas Lukasiewicz",
  year = "2018",
  booktitle = "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",
  editor = "Hervé Panetto and Christophe Debruyne and Henderik A. Proper and Claudio Agostino Ardagna and Dumitru Roman and Robert Meersman",
  month = "October",
  pages = "315-332",
  publisher = "Springer",
  series = "Lecture Notes in Computer Science",
  url = "https://doi.org/10.1007/978-3-030-02671-4_20",
  volume = "11230",
}

@article{TCSLM2017,
  title = "A Novel Characterization of the Complexity Class Θ^P_k Based on Counting and Comparison",
  author = "Thomas Lukasiewicz and Enrico Malizia",
  year = "2017",
  journal = "Theoretical Computer Science",
  month = "September",
  pages = "21--33",
  publisher = "Elsevier",
  url = "https://doi.org/10.1016/j.tcs.2017.06.023",
  volume = "694",
}

@inproceedings{XLCMM_IJCAI2017,
  title = "Tag-Aware Personalized Recommendation Using a Hybrid Deep Model",
  author = "Zhenghua Xu and Thomas Lukasiewicz and Cheng Chen and Yishu Miao and Xiangwu Meng",
  year = "2017",
  booktitle = "Proceedings of the 26th International Joint Conference on Artificial Intelligence, IJCAI 2017, Melbourne, Australia, August 19-25‚ 2017",
  editor = "Carles Sierra",
  month = "August",
  pages = "3196--3202",
  publisher = "IJCAI/AAAI Press",
  url = "https://www.ijcai.org/proceedings/2017/0446.pdf",
}

@inproceedings{CLMP_IJCAI2017,
  title = "Query Answering in Ontologies Under Preference Rankings",
  author = "{\.I}smail {\.I}lkan Ceylan and Thomas Lukasiewicz and Rafael Pe{\~{n}}aloza and Oana Tifrea-Marciuska",
  year = "2017",
  booktitle = "Proceedings of the 26th International Joint Conference on Artificial Intelligence, IJCAI 2017, Melbourne, Australia, August 19-25‚ 2017",
  editor = "Carles Sierra",
  month = "August",
  pages = "943--949",
  publisher = "IJCAI/AAAI Press",
  url = "https://www.ijcai.org/proceedings/2017/0131.pdf",
}

@article{KernLuka2017,
  title = "Many Facets of Reasoning Under Uncertainty, Inconsistency, Vagueness, and Preferences: A Brief Survey",
  author = "Gabriele Kern-Isberner and Thomas Lukasiewicz",
  year = "2017",
  journal = "Künstliche Intelligenz",
  month = "March",
  number = "1",
  pages = "9--13",
  url = "http://dx.doi.org/10.1007/s13218-016-0480-6",
  volume = "31",
}

@article{CMXL2017,
  title = "Location-Aware Personalized News Recommendation with Deep Semantic Analysis",
  author = "Cheng Chen and Xiangwu Meng and Zhenghua Xu and Thomas Lukasiewicz.",
  year = "2017",
  journal = "IEEE Access",
  month = "January",
  pages = "1624--1638",
  url = "http://dx.doi.org/10.1109/ACCESS.2017.2655150",
  volume = "5",
}

@inproceedings{https://doi.org/10.1016/j.tcs.2017.06.023,
  title = "Uncertainty Reasoning for the Semantic Web",
  author = "Thomas Lukasiewicz",
  year = "2017",
  booktitle = "Reasoning Web. Semantic Interoperability on the Web - 13th International Summer School 2017, London, UK, July 7-11, 2017, Tutorial Lectures",
  editor = "Giovambattista Ianni and Domenico Lembo and Leopoldo E. Bertossi and Wolfgang Faber and Birte Glimm and Georg Gottlob and Steffen Staab",
  pages = "276--291",
  publisher = "Springer",
  series = "Lecture Notes in Computer Science",
  url = "https://doi.org/10.1007/978-3-319-61033-7_8",
  volume = "10370",
}

@inproceedings{BCL2017,
  title = "Ontology-Mediated Queries for Probabilistic Databases",
  author = "Stefan Borgwardt and {\.I}smail {\.I}lkan Ceylan and Thomas Lukasiewicz",
  year = "2017",
  booktitle = "Proceedings of the 31st National Conference on Artificial Intelligence‚ AAAI 2017‚ San Francisco, California, USA‚ February 4–9‚ 2017",
  editor = "Satinder Singh and Shaul Markovitch",
  pages = "1063--1069",
  publisher = "AAAI Press",
  url = "http://aaai.org/ocs/index.php/AAAI/AAAI17/paper/view/14365",
}

@inproceedings{LukaPred2016,
  title = "Complexity of Threshold Query Answering in Probabilistic Ontological Data Exchange",
  author = "Thomas Lukasiewicz and Livia Predoiu",
  year = "2016",
  booktitle = "Proceedings of the 22nd European Conference on Artificial Intelligence‚ ECAI 2016‚ The Hague‚ The Netherlands‚ August 29 − September 2‚ 2016",
  editor = "Maria S. Fox and Gal A. Kaminka",
  month = "August",
  pages = "1008-1016",
  publisher = "IOS Press",
  url = "http://dx.doi.org/10.3233/978-1-61499-672-9-1008",
}

@inproceedings{CeylLukaPena2016,
  title = "Complexity Results for Probabilistic Datalog+⁄−",
  author = "{\.I}smail {\.I}lkan Ceylan and Thomas Lukasiewicz and Rafael Pe{\~{n}}aloza",
  year = "2016",
  booktitle = "Proceedings of the 22nd European Conference on Artificial Intelligence‚ ECAI 2016‚ The Hague‚ The Netherlands‚ August 29 − September 2‚ 2016",
  editor = "Maria S. Fox and Gal A. Kaminka",
  month = "August",
  pages = "1414-1422",
  publisher = "IOS Press",
  url = "http://dx.doi.org/10.3233/978-1-61499-672-9-1414",
}

@inproceedings{BFLST2016,
  title = "Preferential Query Answering over the Semantic Web with Possibilistic Networks",
  author = "Stefan Borgwardt and Bettina Fazzinga and Thomas Lukasiewicz and Akanksha Shrivastava and Oana Tifrea-Marciuska",
  year = "2016",
  booktitle = "Proceedings of the 25th International Joint Conference on Artificial Intelligence, IJCAI 2016, New York, NY, USA, July 9-15‚ 2016",
  editor = "Subbarao Kambhampati",
  month = "July",
  pages = "994-1000",
  publisher = "IJCAI/AAAI Press",
  url = "http://www.ijcai.org/Abstract/16/145",
}

@inproceedings{DBLP:conf/kr/ELP2016,
  title = "Generalized Consistent Query Answering under Existential Rules",
  author = "Thomas Eiter and Thomas Lukasiewicz and Livia Predoiu",
  year = "2016",
  booktitle = "Proceedings of the 15th International Conference on the Principles of Knowledge Representation and Reasoning‚ KR 2016‚ Cape Town‚ South Africa‚ April 25−29, 2016",
  editor = "James P. Delgrande and Frank Wolter",
  month = "April",
  pages = "359-368",
  publisher = "AAAI Press",
  url = "http://www.aaai.org/ocs/index.php/KR/KR16/paper/view/12888",
}

@inproceedings{DBLP:conf/kr/LMPS2016,
  title = "Probabilistic Models over Weighted Orderings: Fixed-Parameter Tractable Variable Elimination",
  author = "Thomas Lukasiewicz and Maria Vanina Martinez and David Poole and Gerardo I. Simari",
  year = "2016",
  booktitle = "Proceedings of the 15th International Conference on the Principles of Knowledge Representation and Reasoning‚ KR 2016‚ Cape Town‚ South Africa‚ April 25−29, 2016",
  editor = "James P. Delgrande and Frank Wolter",
  month = "April",
  pages = "494-504",
  publisher = "AAAI Press",
  url = "http://www.aaai.org/ocs/index.php/KR/KR16/paper/view/12900",
}

@inproceedings{LMPS2016,
  title = "Basic Probabilistic Ontological Data Exchange with Existential Rules",
  author = "Thomas Lukasiewicz and Maria Vanina Martinez and Livia Predoiu and Gerardo I. Simari",
  year = "2016",
  booktitle = "Proceedings of the 30th National Conference on Artificial Intelligence‚ AAAI 2016‚ Phoenix, Arizona‚ USA‚ February 12–17‚ 2016",
  editor = "Dale Schuurmans and Michael Wellman",
  month = "February",
  pages = "1023-1029",
  publisher = "AAAI Press",
  url = "http://www.aaai.org/ocs/index.php/AAAI/AAAI16/paper/view/12243",
}

@inproceedings{ML2016,
  title = "On the Complexity of mCP-Nets",
  author = "Thomas Lukasiewicz and Enrico Malizia",
  year = "2016",
  booktitle = "Proceedings of the 30th National Conference on Artificial Intelligence‚ AAAI 2016‚ Phoenix, Arizona‚ USA‚ February 12–17‚ 2016",
  editor = "Dale Schuurmans and Michael Wellman",
  month = "February",
  pages = "558-564",
  publisher = "AAAI Press",
  url = "http://www.aaai.org/ocs/index.php/AAAI/AAAI16/paper/view/12239",
}

@inproceedings{XCLMM2016,
  title = "Tag-Aware Personalized Recommendation Using a Deep-Semantic Similarity Model with Negative Sampling",
  author = "Zhenghua Xu and Cheng Chen and Thomas Lukasiewicz and Yishu Miao and Xiangwu Meng",
  year = "2016",
  booktitle = "Proceedings of the 25th ACM International Conference on Information and Knowledge Management, CIKM 2016, Indianapolis, USA, October 24-28, 2016",
  editor = "Elisa Bertino and Fabio Crestani and Javed Mostafa and Jie Tang and Luo Si and Xiaofang Zhou",
  month = "October",
  pages = "1921-1924",
  publisher = "ACM Press",
  url = "http://doi.acm.org/10.1145/2983323.2983874",
}