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\n  \n 2024\n \n \n (1)\n \n \n
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\n \n\n \n \n \n \n \n \n Explainable interactive evolutionary multiobjective optimization.\n \n \n \n \n\n\n \n Corrente, S.; Greco, S.; Matarazzo, B.; and Słowiński, R.\n\n\n \n\n\n\n Omega, 122: 102925. 2024.\n \n\n\n\n
\n\n\n\n \n \n \"ExplainablePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@article{CORRENTE2024102925,\n author = {Salvatore Corrente and Salvatore Greco and Benedetto Matarazzo and Roman Słowiński},\n doi = {https://doi.org/10.1016/j.omega.2023.102925},\n issn = {0305-0483},\n journal = {Omega},\n keywords = {WP3},\n pages = {102925},\n title = {Explainable interactive evolutionary multiobjective optimization},\n url = {https://www.sciencedirect.com/science/article/pii/S0305048323000890},\n volume = {122},\n year = {2024}\n}\n\n
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\n  \n 2023\n \n \n (137)\n \n \n
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\n \n\n \n \n \n \n \n \n Deep Graph Networks for Drug Repurposing with Multi-Protein Targets.\n \n \n \n \n\n\n \n Bacciu, D.; Errica, F.; Gravina, A.; Madeddu, L.; Podda, M.; and Stilo, G.\n\n\n \n\n\n\n IEEE Transactions on Emerging Topics in Computing,1-14. 2023.\n \n\n\n\n
\n\n\n\n \n \n \"Deep paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n\n\n\n
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@article{10026802,\n author = {Bacciu, Davide and Errica, Federico and Gravina, Alessio and Madeddu, Lorenzo and Podda, Marco and Stilo, Giovanni},\n doi = {10.1109/TETC.2023.3238963},\n journal = {IEEE Transactions on Emerging Topics in Computing},\n keywords = {WP4,2+TAILOR-Partners},\n pages = {1-14},\n title = {Deep Graph Networks for Drug Repurposing with Multi-Protein Targets},\n url_paper = {https://openreview.net/pdf?id=rWPQnTubL1u},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n GradMDM: Adversarial Attack on Dynamic Networks.\n \n \n \n\n\n \n Pan, J.; Foo, L.; Zheng, Q.; Fan, Z.; Rahmani, H.; Ke, Q.; and Liu, J.\n\n\n \n\n\n\n IEEE Transactions on Pattern Analysis & Machine Intelligence, 45(09): 11374-11381. sep 2023.\n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n \n \n\n\n\n
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@article{10089510,\n address = {Los Alamitos, CA, USA},\n author = {J. Pan and L. Foo and Q. Zheng and Z. Fan and H. Rahmani and Q. Ke and J. Liu},\n doi = {10.1109/TPAMI.2023.3263619},\n issn = {1939-3539},\n journal = {IEEE Transactions on Pattern Analysis &amp; Machine Intelligence},\n keywords = {WP3,A-level,Outside-Europe},\n month = {sep},\n number = {09},\n pages = {11374-11381},\n publisher = {IEEE Computer Society},\n title = {GradMDM: Adversarial Attack on Dynamic Networks},\n volume = {45},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n Progressive Channel-Shrinking Network.\n \n \n \n\n\n \n Pan, J.; Yang, S.; Foo, L. G.; Ke, Q.; Rahmani, H.; Fan, Z.; and Liu, J.\n\n\n \n\n\n\n IEEE Transactions on Multimedia. 2023.\n \n\n\n\n
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@article{10169086,\n author = {Pan, Jianhong and Yang, Siyuan and Foo, Lin Geng and Ke, Qiuhong and Rahmani, Hossein and Fan, Zhipeng and Liu, Jun},\n doi = {10.1109/TMM.2023.3291197},\n journal = {IEEE Transactions on Multimedia},\n keywords = {WP7,A-level,Outside-Europe},\n title = {Progressive Channel-Shrinking Network},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n \n Geolet: An Interpretable Model for Trajectory Classification.\n \n \n \n \n\n\n \n Landi, C.; Spinnato, F.; Guidotti, R.; Monreale, A.; and Nanni, M.\n\n\n \n\n\n\n In Advances in Intelligent Data Analysis XXI, 2023. Springer Nature Switzerland\n \n\n\n\n
\n\n\n\n \n \n \"Geolet: paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n\n\n\n
\n 
@inproceedings{10.1007/978-3-031-30047-9_19,\n author = {Cristiano Landi and Francesco Spinnato and Riccardo Guidotti and Anna Monreale and Mirco Nanni},\n booktitle = {Advances in Intelligent Data Analysis XXI},\n isbn = {978-3-031-30047-9},\n keywords = {WP3,2+TAILOR-Partners},\n publisher = {Springer Nature Switzerland},\n title = {Geolet: An Interpretable Model for Trajectory Classification},\n url_paper = {https://link.springer.com/chapter/10.1007/978-3-031-30047-9_19},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n \n Auditing YouTube’s Recommendation Algorithm for Misinformation Filter Bubbles.\n \n \n \n \n\n\n \n Srba, I.; Moro, R.; Tomlein, M.; Pecher, B.; Simko, J.; Stefancova, E.; Kompan, M.; Hrckova, A.; Podrouzek, J.; Gavornik, A.; and Bielikova, M.\n\n\n \n\n\n\n ACM Trans. Recomm. Syst., 1(1). jan 2023.\n \n\n\n\n
\n\n\n\n \n \n \"AuditingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@article{10.1145/3568392,\n address = {New York, NY, USA},\n articleno = {6},\n author = {Srba, Ivan and Moro, Robert and Tomlein, Matus and Pecher, Branislav and Simko, Jakub and Stefancova, Elena and Kompan, Michal and Hrckova, Andrea and Podrouzek, Juraj and Gavornik, Adrian and Bielikova, Maria},\n doi = {10.1145/3568392},\n issue_date = {March 2023},\n journal = {ACM Trans. Recomm. Syst.},\n keywords = {WP6},\n month = {jan},\n number = {1},\n numpages = {33},\n publisher = {Association for Computing Machinery},\n title = {Auditing YouTube’s Recommendation Algorithm&nbsp;for Misinformation Filter Bubbles},\n url = {https://doi.org/10.1145/3568392},\n volume = {1},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n \n Genetic Algorithm with Linkage Learning.\n \n \n \n \n\n\n \n Tinós, R.; Przewozniczek, M.; Whitley, D.; and Chicano, F.\n\n\n \n\n\n\n In Proceedings of the Genetic and Evolutionary Computation Conference, of GECCO '23, pages 981–989, New York, NY, USA, 2023. Association for Computing Machinery\n \n\n\n\n
\n\n\n\n \n \n \"GeneticPaper\n  \n \n \n \"Genetic paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
\n 
@inproceedings{10.1145/3583131.3590349,\n address = {New York, NY, USA},\n author = {Tin\\'{o}s, Renato and Przewozniczek, Michal and Whitley, Darrell and Chicano, Francisco},\n booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference},\n doi = {10.1145/3583131.3590349},\n isbn = {9798400701191},\n keywords = {WP7},\n location = {Lisbon, Portugal},\n numpages = {9},\n pages = {981–989},\n publisher = {Association for Computing Machinery},\n series = {GECCO '23},\n title = {Genetic Algorithm with Linkage Learning},\n url = {https://doi.org/10.1145/3583131.3590349},\n url_paper = {https://www.researchgate.net/publication/372329694_Genetic_Algorithm_with_Linkage_Learning},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n \n Local Optima Markov Chain: A New Tool for Landscape-Aware Analysis of Algorithm Dynamics.\n \n \n \n \n\n\n \n Chicano, F.; Ochoa, G.; Derbel, B.; and Canonne, L.\n\n\n \n\n\n\n In Proceedings of the Genetic and Evolutionary Computation Conference, of GECCO '23, pages 284–292, New York, NY, USA, 2023. Association for Computing Machinery\n \n\n\n\n
\n\n\n\n \n \n \"LocalPaper\n  \n \n \n \"Local paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
\n 
@inproceedings{10.1145/3583131.3590422,\n address = {New York, NY, USA},\n author = {Chicano, Francisco and Ochoa, Gabriela and Derbel, Bilel and Canonne, Lorenzo},\n booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference},\n doi = {10.1145/3583131.3590422},\n isbn = {9798400701191},\n keywords = {WP7},\n location = {Lisbon, Portugal},\n numpages = {9},\n pages = {284–292},\n publisher = {Association for Computing Machinery},\n series = {GECCO '23},\n title = {Local Optima Markov Chain: A New Tool for Landscape-Aware Analysis of Algorithm Dynamics},\n url = {https://doi.org/10.1145/3583131.3590422},\n url_paper = {https://www.researchgate.net/publication/372320731_Local_Optima_Markov_Chain_A_New_Tool_for_Landscape-aware_Analysis_of_Algorithm_Dynamics},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n \n Fourier Transform-Based Surrogates for Permutation Problems.\n \n \n \n \n\n\n \n Chicano, F.; Derbel, B.; and Verel, S.\n\n\n \n\n\n\n In Proceedings of the Genetic and Evolutionary Computation Conference, of GECCO '23, pages 275–283, New York, NY, USA, 2023. Association for Computing Machinery\n \n\n\n\n
\n\n\n\n \n \n \"FourierPaper\n  \n \n \n \"Fourier paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
\n 
@inproceedings{10.1145/3583131.3590425,\n address = {New York, NY, USA},\n author = {Chicano, Francisco and Derbel, Bilel and Verel, S\\'{e}bastien},\n booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference},\n doi = {10.1145/3583131.3590425},\n isbn = {9798400701191},\n keywords = {WP7},\n location = {Lisbon, Portugal},\n numpages = {9},\n pages = {275–283},\n publisher = {Association for Computing Machinery},\n series = {GECCO '23},\n title = {Fourier Transform-Based Surrogates for Permutation Problems},\n url = {https://doi.org/10.1145/3583131.3590425},\n url_paper = {https://hdl.handle.net/10630/27373},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n \n To Combine or Not to Combine Graybox Crossover and Local Search?.\n \n \n \n \n\n\n \n Canonne, L.; Derbel, B.; Chicano, F.; and Ochoa, G.\n\n\n \n\n\n\n In Proceedings of the Genetic and Evolutionary Computation Conference, of GECCO '23, pages 257–265, New York, NY, USA, 2023. Association for Computing Machinery\n \n\n\n\n
\n\n\n\n \n \n \"ToPaper\n  \n \n \n \"To paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@inproceedings{10.1145/3583131.3590466,\n address = {New York, NY, USA},\n author = {Canonne, Lorenzo and Derbel, Bilel and Chicano, Francisco and Ochoa, Gabriela},\n booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference},\n doi = {10.1145/3583131.3590466},\n isbn = {9798400701191},\n keywords = {WP7},\n location = {Lisbon, Portugal},\n numpages = {9},\n pages = {257–265},\n publisher = {Association for Computing Machinery},\n series = {GECCO '23},\n title = {To Combine or Not to Combine Graybox Crossover and Local Search?},\n url = {https://doi.org/10.1145/3583131.3590466},\n url_paper = {https://www.researchgate.net/publication/372325543_To_Combine_or_not_to_Combine_Graybox_Crossover_and_Local_Search},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n \n An Efficient QAOA via a Polynomial QPU-Needless Approach.\n \n \n \n \n\n\n \n Chicano, F.; Dahi, Z.; and Luque, G.\n\n\n \n\n\n\n In Proceedings of the Companion Conference on Genetic and Evolutionary Computation, of GECCO '23 Companion, pages 2187–2194, New York, NY, USA, 2023. Association for Computing Machinery\n \n\n\n\n
\n\n\n\n \n \n \"AnPaper\n  \n \n \n \"An paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
\n 
@inproceedings{10.1145/3583133.3596409,\n address = {New York, NY, USA},\n author = {Chicano, Francisco and Dahi, Zakaria and Luque, Gabriel},\n booktitle = {Proceedings of the Companion Conference on Genetic and Evolutionary Computation},\n doi = {10.1145/3583133.3596409},\n isbn = {9798400701207},\n keywords = {WP7},\n location = {Lisbon, Portugal},\n numpages = {8},\n pages = {2187–2194},\n publisher = {Association for Computing Machinery},\n series = {GECCO '23 Companion},\n title = {An Efficient QAOA via a Polynomial QPU-Needless Approach},\n url = {https://doi.org/10.1145/3583133.3596409},\n url_paper = {https://hdl.handle.net/10630/27752h},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n \n EGTtools: Evolutionary game dynamics in Python.\n \n \n \n \n\n\n \n Fernández Domingos, E.; Santos, F. C.; and Lenaerts, T.\n\n\n \n\n\n\n iScience, 26(4): 103921. 2023.\n \n\n\n\n
\n\n\n\n \n \n \"EGTtools: paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@article{:journals/ai/Fernandez23,\n author = {Fernández Domingos, E. and\nSantos, F. C. and \nLenaerts, T.},\n journal = {iScience},\n keywords = {WP6},\n pages = {103921},\n title = {EGTtools: Evolutionary game dynamics in Python},\n url_paper = {https://doi.org/10.1016/j.isci.2023.106419},\n volume = {26(4)},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n Symbolic LTLf Best-Effort Synthesis.\n \n \n \n\n\n \n De Giacomo, G.; Parretti, G.; and Zhu, S.\n\n\n \n\n\n\n . 2023.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n\n\n\n
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@article{abs-2308-15178/ecai23,\n author = {Giuseppe {De Giacomo} and\nGianmarco Parretti and\nShufang Zhu},\n booktitle = {Proceedings of the 26th {European} Conference on {Artificial}\n{Intelligence} ({ECAI} 2023)},\n keywords = {WP5,A-level},\n title = {Symbolic LTLf Best-Effort Synthesis},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n Allocation Problem in Remote Teleoperation: Online Matching with Offline Reusable Resources and Delayed Assignments.\n \n \n \n\n\n \n Ackerman Viden, O.; Trabelsi, Y.; Xu, P.; Sankararaman, K. A.; Maksimov, O.; and Kraus, S.\n\n\n \n\n\n\n In Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, pages 513–521, 2023. \n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@inproceedings{ackerman2023allocation,\n author = {Ackerman Viden, Osnat and Trabelsi, Yohai and Xu, Pan and Sankararaman, Karthik Abinav and Maksimov, Oleg and Kraus, Sarit},\n booktitle = {Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems},\n keywords = {WP6},\n pages = {513--521},\n title = {Allocation Problem in Remote Teleoperation: Online Matching with Offline Reusable Resources and Delayed Assignments},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n \n Explanatory machine learning for sequential human teaching.\n \n \n \n \n\n\n \n Ai, L.; Langer, J.; Muggleton, S. H.; and Schmid, U.\n\n\n \n\n\n\n Machine Learning. 2023.\n \n\n\n\n
\n\n\n\n \n \n \"ExplanatoryPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
\n 
@article{ai_explanatory_2023,\n author = {Ai, Lun and Langer, Johannes and Muggleton, Stephen H. and Schmid, Ute},\n copyright = {All rights reserved},\n doi = {10.1007/s10994-023-06351-8},\n issn = {1573-0565},\n journal = {Machine Learning},\n keywords = {WP4},\n title = {Explanatory machine learning for sequential human teaching},\n url = {https://doi.org/10.1007/s10994-023-06351-8},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n \n Explanation-based Tool for Helping Data Producers to Reduce Privacy Risks.\n \n \n \n \n\n\n \n Asghar, H.; Bobineau, C.; and Rousset, M.\n\n\n \n\n\n\n In Extended Semantic Web Conference, Heraklion, Greece, May 2023. Jamie McCusker and Ernesto Jimenez-Ruiz\n \n\n\n\n
\n\n\n\n \n \n \"Explanation-basedPaper\n  \n \n \n \"Explanation-based paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@inproceedings{asghar:hal-04215771,\n address = {Heraklion, Greece},\n author = {Asghar, Hira and Bobineau, Christophe and Rousset, Marie-Christine},\n booktitle = {{Extended Semantic Web Conference}},\n hal_id = {hal-04215771},\n hal_version = {v1},\n keywords = {WP3},\n month = {May},\n organization = {{Jamie McCusker and Ernesto Jimenez-Ruiz}},\n title = {{Explanation-based Tool for Helping Data Producers to Reduce Privacy Risks}},\n url = {https://hal.science/hal-04215771},\n url_paper = {https://hal.science/hal-04215771/file/paper_Asghar_2023_Explanation-based.pdf},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n Global Explainability of GNNs via Logic Combination of Learned Concepts.\n \n \n \n\n\n \n Azzolin, S.; Longa, A.; Barbiero, P.; Lio, P.; and Passerini, A.\n\n\n \n\n\n\n In The Eleventh International Conference on Learning Representations , 2023. \n \n\n\n\n
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@inproceedings{azzolin2023global,\n author = {Steve Azzolin and Antonio Longa and Pietro Barbiero and Pietro Lio and Andrea Passerini},\n booktitle = {The Eleventh International Conference on Learning Representations },\n keywords = {WP4,Outside-Europe,A-level},\n title = {Global Explainability of {GNN}s via Logic Combination of Learned Concepts},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n Inference in Probabilistic Answer Set Programming under the Credal Semantics.\n \n \n \n\n\n \n Azzolini, D.; and Riguzzi, F.\n\n\n \n\n\n\n In AixIA 2023 - Advances in Artificial Intelligence, of Lecture Notes in Artificial Intelligence, Heidelberg, Germany, 2023. Springer\n \n\n\n\n
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@inproceedings{AzzRig2023-AIXIA-IC,\n address = {Heidelberg, Germany},\n author = {Damiano Azzolini and Fabrizio Riguzzi},\n booktitle = {AixIA 2023 - Advances in Artificial Intelligence},\n doi = {},\n eventdate = {November 6--9, 2023},\n keywords = {WP4},\n notes = {To appear},\n pages = {},\n publisher = {Springer},\n series = {Lecture Notes in Artificial Intelligence},\n title = {Inference in Probabilistic Answer Set Programming under the Credal Semantics},\n venue = {Roma, Italy},\n volume = {},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n Lifted Inference for Statistical Statements in Probabilistic Answer Set Programming.\n \n \n \n\n\n \n Azzolini, D.; and Riguzzi, F.\n\n\n \n\n\n\n International Journal of Approximate Reasoning. 2023.\n \n\n\n\n
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@article{AzzRig23-IJAR-IJ,\n author = {Damiano Azzolini and Fabrizio Riguzzi},\n doi = {},\n issn = {},\n journal = {International Journal of Approximate Reasoning},\n keywords = {WP4},\n notes = {To appear},\n pages = {},\n title = {Lifted Inference for Statistical Statements in Probabilistic Answer Set Programming},\n volume = {},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n \n Seeking critical nodes in digraphs.\n \n \n \n \n\n\n \n Bernaschi, M.; Celestini, A.; Cianfriglia, M.; Guarino, S.; Italiano, G. F.; Mastrostefano, E.; and Zastrow, L. R.\n\n\n \n\n\n\n Journal of Computational Science, 69: 102012. 2023.\n \n\n\n\n
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@article{BERNASCHI2023102012,\n author = {Massimo Bernaschi and Alessandro Celestini and Marco Cianfriglia and Stefano Guarino and Giuseppe F. Italiano and Enrico Mastrostefano and Lena Rebecca Zastrow},\n doi = {https://doi.org/10.1016/j.jocs.2023.102012},\n issn = {1877-7503},\n journal = {Journal of Computational Science},\n keywords = {WP3},\n pages = {102012},\n title = {Seeking critical nodes in digraphs},\n url = {https://www.sciencedirect.com/science/article/pii/S1877750323000728},\n volume = {69},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n Learning constraints through partial queries.\n \n \n \n\n\n \n Bessiere, C.; Carbonnel, C.; Dries, A.; Hebrard, E.; Katsirelos, G.; Narodytska, N.; Quimper, C.; Stergiou, K.; Tsouros, D. C.; and Walsh, T.\n\n\n \n\n\n\n Artif. Intell., 319: 103896. 2023.\n \n\n\n\n
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@article{BessiereCDHKNQSTW23,\n author = {Christian Bessiere and\nCl{\\'{e}}ment Carbonnel and\nAnton Dries and\nEmmanuel Hebrard and\nGeorge Katsirelos and\nNina Narodytska and\nClaude{-}Guy Quimper and\nKostas Stergiou and\nDimosthenis C. Tsouros and\nToby Walsh},\n journal = {Artif. Intell.},\n keywords = {WP4},\n pages = {103896},\n title = {Learning constraints through partial queries},\n volume = {319},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n \n Explainable Multi-Agent Reinforcement Learning for Temporal Queries.\n \n \n \n \n\n\n \n Boggess, K.; Kraus, S.; and Feng, L.\n\n\n \n\n\n\n . 2023.\n \n\n\n\n
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@article{boggess2023explainable,\n author = {Boggess, Kayla and Kraus, Sarit and Feng, Lu},\n booktitle = {Proceedings of IJCAI-23},\n keywords = {WP6},\n title = {Explainable Multi-Agent Reinforcement Learning for Temporal Queries},\n url_paper = {https://arxiv.org/abs/2305.10378},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n Concept-level Debugging of Part-Prototype Networks.\n \n \n \n\n\n \n Bontempelli, A.; Teso, S.; Tentori, K.; Giunchiglia, F.; and Passerini, A.\n\n\n \n\n\n\n In The Eleventh International Conference on Learning Representations , 2023. \n \n\n\n\n
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@inproceedings{bontempelli2023conceptlevel,\n author = {Andrea Bontempelli and Stefano Teso and Katya Tentori and Fausto Giunchiglia and Andrea Passerini},\n booktitle = {The Eleventh International Conference on Learning Representations },\n keywords = {WP4,Outside-Europe,A-level},\n title = {Concept-level Debugging of Part-Prototype Networks},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n A Preliminary Study of Critical Robustness Distributions in Neural Network Verification.\n \n \n \n\n\n \n Bosman, A. W.; Hoos, H. H.; and van Rijn, J. N.\n\n\n \n\n\n\n 6th Workshop on Formal Methods for ML-Enabled Autonomous Systems (FoMLAS). 2023.\n \n\n\n\n
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@article{BosEtAl23,\n author = {Bosman, Annelot W. and Hoos, Holger H. and van Rijn, Jan N.},\n booktitle = {to appear},\n journal = {6th Workshop on Formal Methods for ML-Enabled Autonomous Systems (FoMLAS)},\n keywords = {WP7},\n title = {A Preliminary Study of Critical Robustness Distributions in Neural Network Verification},\n year = {2023}\n}\n\n
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@article{Casini23,\n author = {Giovanni Casini and Umberto Straccia},\n doi = {https://doi.org/10.1016/j.ins.2022.11.165},\n journal = {Information Sciences},\n keywords = {WP3,WP4,A-level},\n number = {118409},\n pages = {1--49},\n publisher = {Elsevier},\n title = {Defeasible RDFS via Rational Closure},\n volume = {643},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n \n The notion of Abstraction in Ontology-based Data Management.\n \n \n \n \n\n\n \n Cima, G.; Poggi, A.; and Lenzerini, M.\n\n\n \n\n\n\n Artificial Intelligence, 323: 103976. 2023.\n \n\n\n\n
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@article{CIMA2023103976,\n author = {Gianluca Cima and Antonella Poggi and Maurizio Lenzerini},\n doi = {https://doi.org/10.1016/j.artint.2023.103976},\n issn = {0004-3702},\n journal = {Artificial Intelligence},\n keywords = {WP4,WP5,A-level},\n pages = {103976},\n title = {The notion of Abstraction in Ontology-based Data Management},\n url = {https://www.sciencedirect.com/science/article/pii/S0004370223001224},\n url_paper = {https://www.sciencedirect.com/science/article/pii/S0004370223001224},\n volume = {323},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n \n Exploration in Reward Machines with Low Regret.\n \n \n \n \n\n\n \n Bourel, H.; Jonsson, A.; Maillard, O.; and Talebi, M. S.\n\n\n \n\n\n\n In International Conference on Artificial Intelligence and Statistics (AISTATS), pages 4114–4146, 2023. \n \n\n\n\n
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@inproceedings{conf/aistats/Bourel23,\n author = {Hippolyte Bourel and Anders Jonsson and Odalric-Ambrym Maillard and Mohammad Sadegh Talebi},\n booktitle = {International Conference on Artificial Intelligence and Statistics (AISTATS)},\n keywords = {WP5},\n pages = {4114–4146},\n title = {{Exploration in Reward Machines with Low Regret}},\n url_paper = {https://proceedings.mlr.press/v206/bourel23a/bourel23a.pdf},\n year = {2023}\n}\n\n
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@inproceedings{conf/icml/Furelos23,\n author = {Daniel Furelos-Blanco and Mark Law and Anders Jonsson and Krysia Broda and Alessandra Russo},\n booktitle = {International Conference on Machine Learning (ICML)},\n keywords = {WP5},\n pages = {10494–10541},\n title = {{Hierarchies of reward machines}},\n url_paper = {https://proceedings.mlr.press/v202/furelos-blanco23a/furelos-blanco23a.pdf},\n year = {2023}\n}\n\n
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@inproceedings{conf/kr/Stahlberg23,\n author = {Simon Ståhlberg and Blai Bonet and Hector Geffner},\n booktitle = {{Proceedings of the 20th International Conference on Principles of Knowledge Representation and Reasoning (KR)}},\n keywords = {WP5},\n pages = {647--657},\n title = {{Learning General Policies with Policy Gradient Methods}},\n url_paper = {https://doi.org/10.24963/kr.2023/63},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n \n Provably Efficient Offline Reinforcement Learning in Regular Decision Processes.\n \n \n \n \n\n\n \n Cipollone, R.; Jonsson, A.; Ronca, A.; and Talebi, M. S.\n\n\n \n\n\n\n In Proceedings of Neural Information Processing Systems (NeurIPS), 2023. \n \n\n\n\n
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@inproceedings{conf/neurips/Cipollone23,\n author = {Roberto Cipollone and Anders Jonsson and Alessandro Ronca and Mohammad Sadegh Talebi},\n booktitle = {Proceedings of Neural Information Processing Systems (NeurIPS)},\n keywords = {WP5,2+TAILOR-Partners,A-level},\n notes = {To appear},\n title = {{Provably Efficient Offline Reinforcement Learning in Regular Decision Processes}},\n url_paper = {https://openreview.net/pdf?id=8bQc7oRnjm},\n year = {2023}\n}\n\n
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@inproceedings{DBLP:conf/aaai/0002GFIP23,\n author = {Roberto Cipollone and\nGiuseppe {De Giacomo} and\nMarco Favorito and\nLuca Iocchi and\nFabio Patrizi},\n booktitle = {{AAAI}},\n doi = {10.1609/aaai.v37i6.25881},\n keywords = {WP5,A-level},\n pages = {7227--7234},\n publisher = {{AAAI} Press},\n title = {Exploiting Multiple Abstractions in Episodic {RL} via Reward Shaping},\n url_paper = {https://doi.org/10.1609/aaai.v37i6.25881},\n year = {2023}\n}\n\n
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@inproceedings{DBLP:conf/aaai/AminofGR23,\n author = {Benjamin Aminof and\nGiuseppe {De Giacomo} and\nSasha Rubin},\n booktitle = {{AAAI}},\n keywords = {A-level,WP5,Outside-Europe},\n pages = {6228--6235},\n publisher = {{AAAI} Press},\n title = {Reactive Synthesis of Dominant Strategies},\n year = {2023}\n}\n\n
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@inproceedings{DBLP:conf/aaai/BacciuCL23,\n author = {Davide Bacciu and\nAlessio Conte and\nFrancesco Landolfi},\n booktitle = {{AAAI}},\n doi = {10.1609/aaai.v37i6.25824},\n keywords = {WP4,A-level},\n pages = {6718--6727},\n publisher = {{AAAI} Press},\n title = {Generalizing Downsampling from Regular Data to Graphs},\n url_paper = {https://doi.org/10.1609/aaai.v37i6.25824},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n \n Embedding a Long Short-Term Memory Network in a Constraint Programming Framework for Tomato Greenhouse Optimisation.\n \n \n \n \n\n\n \n van Bokkem, D.; van den Hemel, M.; Dumancic, S.; and Yorke-Smith, N.\n\n\n \n\n\n\n In AAAI, pages 15731–15737, 2023. AAAI Press\n \n\n\n\n
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@inproceedings{DBLP:conf/aaai/BokkemHDY23,\n author = {Dirk van Bokkem and\nMax van den Hemel and\nSebastijan Dumancic and\nNeil Yorke{-}Smith},\n booktitle = {{AAAI}},\n doi = {10.1609/aaai.v37i13.26867},\n keywords = {WP4,A-level},\n pages = {15731--15737},\n publisher = {{AAAI} Press},\n title = {Embedding a Long Short-Term Memory Network in a Constraint Programming\nFramework for Tomato Greenhouse Optimisation},\n url = {https://doi.org/10.1609/aaai.v37i13.26867},\n year = {2023}\n}\n\n
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@inproceedings{DBLP:conf/aaai/CimaCLP23,\n author = {Gianluca Cima and\nMarco Console and\nMaurizio Lenzerini and\nAntonella Poggi},\n bibsource = {dblp computer science bibliography, https://dblp.org},\n biburl = {https://dblp.org/rec/conf/aaai/CimaCLP23.bib},\n booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}\n2023},\n doi = {10.1609/aaai.v37i5.25773},\n editor = {Brian Williams and\nYiling Chen and\nJennifer Neville},\n keywords = {WP4,WP5,A-level},\n pages = {6280--6288},\n publisher = {{AAAI} Press},\n timestamp = {Mon, 04 Sep 2023 16:50:23 +0200},\n title = {Epistemic Disjunctive Datalog for Querying Knowledge Bases},\n url = {https://doi.org/10.1609/aaai.v37i5.25773},\n url_paper = {https://doi.org/10.1609/aaai.v37i5.25773},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n \n On Total-Order HTN Plan Verification with Method Preconditions - An Extension of the CYK Parsing Algorithm.\n \n \n \n \n\n\n \n Lin, S.; Behnke, G.; Ondrcková, S.; Barták, R.; and Bercher, P.\n\n\n \n\n\n\n In AAAI, pages 12041–12048, 2023. AAAI Press\n \n\n\n\n
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@inproceedings{DBLP:conf/aaai/LinBOBB23,\n author = {Songtuan Lin and\nGregor Behnke and\nSimona Ondrckov{\\'{a}} and\nRoman Bart{\\'{a}}k and\nPascal Bercher},\n booktitle = {{AAAI}},\n doi = {10.1609/aaai.v37i10.26420},\n keywords = {WP4,Outside-Europe,A-level},\n pages = {12041--12048},\n publisher = {{AAAI} Press},\n title = {On Total-Order {HTN} Plan Verification with Method Preconditions -\nAn Extension of the {CYK} Parsing Algorithm},\n url = {https://doi.org/10.1609/aaai.v37i10.26420},\n year = {2023}\n}\n\n
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@inproceedings{DBLP:conf/aaai/RoncaKG23,\n author = {Alessandro Ronca and\nNadezda Alexandrovna Knorozova and\nGiuseppe {De Giacomo}},\n booktitle = {{AAAI}},\n keywords = {WP5,A-level},\n pages = {9588--9595},\n publisher = {{AAAI} Press},\n title = {Automata Cascades: Expressivity and Sample Complexity},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n Planning for Temporally Extended Goals in Pure-Past Linear Temporal Logic.\n \n \n \n\n\n \n Bonassi, L.; De Giacomo, G.; Favorito, M.; Fuggitti, F.; Gerevini, A. E.; and Scala, E.\n\n\n \n\n\n\n In ICAPS, pages 61–69, 2023. AAAI Press\n \n\n\n\n
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@inproceedings{DBLP:conf/aips/BonassiGFFGS23,\n author = {Luigi Bonassi and\nGiuseppe {De Giacomo} and\nMarco Favorito and\nFrancesco Fuggitti and\nAlfonso Emilio Gerevini and\nEnrico Scala},\n booktitle = {{ICAPS}},\n keywords = {A-level,WP5},\n pages = {61--69},\n publisher = {{AAAI} Press},\n title = {Planning for Temporally Extended Goals in Pure-Past Linear Temporal\nLogic},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n \n Parallel Batch Processing for the Coating Problem.\n \n \n \n \n\n\n \n Horn, M.; Demirovic, E.; and Yorke-Smith, N.\n\n\n \n\n\n\n In Koenig, S.; Stern, R.; and Vallati, M., editor(s), Proceedings of the Thirty-Third International Conference on Automated Planning and Scheduling, July 8-13, 2023, Prague, Czech Republic, pages 171–179, 2023. AAAI Press\n \n\n\n\n
\n\n\n\n \n \n \"ParallelPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n\n\n\n
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@inproceedings{DBLP:conf/aips/HornDY23,\n author = {Matthias Horn and\nEmir Demirovic and\nNeil Yorke{-}Smith},\n booktitle = {Proceedings of the Thirty-Third International Conference on Automated\nPlanning and Scheduling, July 8-13, 2023, Prague, Czech Republic},\n doi = {10.1609/icaps.v33i1.27192},\n editor = {Sven Koenig and\nRoni Stern and\nMauro Vallati},\n keywords = {WP4,A-level},\n pages = {171--179},\n publisher = {{AAAI} Press},\n title = {Parallel Batch Processing for the Coating Problem},\n url = {https://doi.org/10.1609/icaps.v33i1.27192},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n \n Solving the Multi-Choice Two Dimensional Shelf Strip Packing Problem with Time Windows.\n \n \n \n \n\n\n \n Horn, M.; Demirovic, E.; and Yorke-Smith, N.\n\n\n \n\n\n\n In Koenig, S.; Stern, R.; and Vallati, M., editor(s), Proceedings of the Thirty-Third International Conference on Automated Planning and Scheduling, July 8-13, 2023, Prague, Czech Republic, pages 491–499, 2023. AAAI Press\n \n\n\n\n
\n\n\n\n \n \n \"SolvingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n\n\n\n
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@inproceedings{DBLP:conf/aips/HornDY23a,\n author = {Matthias Horn and\nEmir Demirovic and\nNeil Yorke{-}Smith},\n booktitle = {Proceedings of the Thirty-Third International Conference on Automated\nPlanning and Scheduling, July 8-13, 2023, Prague, Czech Republic},\n doi = {10.1609/icaps.v33i1.27229},\n editor = {Sven Koenig and\nRoni Stern and\nMauro Vallati},\n keywords = {WP4,A-level},\n pages = {491--499},\n publisher = {{AAAI} Press},\n title = {Solving the Multi-Choice Two Dimensional Shelf Strip Packing Problem\nwith Time Windows},\n url = {https://doi.org/10.1609/icaps.v33i1.27229},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n \n A Logic of Only-Believing over Arbitrary Probability Distributions.\n \n \n \n \n\n\n \n Feng, Q.; Liu, D.; Belle, V.; and Lakemeyer, G.\n\n\n \n\n\n\n In Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2023, London, United Kingdom, 29 May 2023 - 2 June 2023, pages 355–363, 2023. ACM\n \n\n\n\n
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@inproceedings{DBLP:conf/atal/Feng0BL23,\n author = {Qihui Feng and\nDaxin Liu and\nVaishak Belle and\nGerhard Lakemeyer},\n booktitle = {Proceedings of the 2023 International Conference on Autonomous Agents\nand Multiagent Systems, {AAMAS} 2023, London, United Kingdom, 29 May\n2023 - 2 June 2023},\n keywords = {WP5,A-level},\n pages = {355--363},\n publisher = {{ACM}},\n title = {A Logic of Only-Believing over Arbitrary Probability Distributions},\n url = {https://dl.acm.org/doi/10.5555/3545946.3598658},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n A Logic of Only-Believing over Arbitrary Probability Distributions.\n \n \n \n\n\n \n Feng, Q.; Liu, D.; Belle, V.; and Lakemeyer, G.\n\n\n \n\n\n\n In Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2023, pages 355–363, 2023. ACM\n \n\n\n\n
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@inproceedings{DBLP:conf/atal/Feng0BL23,\n author = {Qihui Feng and\nDaxin Liu and\nVaishak Belle and\nGerhard Lakemeyer},\n booktitle = {Proceedings of the 2023 International Conference on Autonomous Agents\nand Multiagent Systems, {AAMAS} 2023},\n doi = {10.5555/3545946.3598658},\n keywords = {WP5,A-level},\n pages = {355--363},\n publisher = {{ACM}},\n title = {A Logic of Only-Believing over Arbitrary Probability Distributions},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n \n From LTL on Process Traces to Finite-state Automata.\n \n \n \n \n\n\n \n Chiariello, F.; Maggi, F. M.; and Patrizi, F.\n\n\n \n\n\n\n In BPM (Demos / Resources Forum), volume 3469, of CEUR Workshop Proceedings, pages 127–131, 2023. CEUR-WS.org\n \n\n\n\n
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@inproceedings{DBLP:conf/bpm/ChiarielloPM23,\n author = {Francesco Chiariello and\nFabrizio Maria Maggi and\nFabio Patrizi},\n booktitle = {{BPM} (Demos / Resources Forum)},\n keywords = {WP5},\n pages = {127--131},\n publisher = {CEUR-WS.org},\n series = {{CEUR} Workshop Proceedings},\n title = {From {LTL} on Process Traces to Finite-state Automata},\n url = {https://ceur-ws.org/Vol-3469/paper-23.pdf},\n url_paper = {https://ceur-ws.org/Vol-3469/paper-23.pdf},\n volume = {3469},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n \n Certified Core-Guided MaxSAT Solving.\n \n \n \n \n\n\n \n Berg, J.; Bogaerts, B.; Nordström, J.; Oertel, A.; and Vandesande, D.\n\n\n \n\n\n\n In CADE, volume 14132, of Lecture Notes in Computer Science, pages 1–22, 2023. Springer\n \n\n\n\n
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@inproceedings{DBLP:conf/cade/BergBNOV23,\n author = {Jeremias Berg and\nBart Bogaerts and\nJakob Nordstr{\\"{o}}m and\nAndy Oertel and\nDieter Vandesande},\n booktitle = {{CADE}},\n keywords = {WP4},\n pages = {1--22},\n publisher = {Springer},\n series = {Lecture Notes in Computer Science},\n title = {Certified Core-Guided MaxSAT Solving},\n url = {https://link.springer.com/chapter/10.1007/978-3-031-38499-8_1},\n volume = {14132},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n AIDA: A Tool for Resiliency in Smart Manufacturing.\n \n \n \n\n\n \n De Giacomo, G.; Favorito, M.; Leotta, F.; Mecella, M.; Monti, F.; and Silo, L.\n\n\n \n\n\n\n In CAiSE Forum, volume 477, of Lecture Notes in Business Information Processing, pages 112–120, 2023. Springer\n \n\n\n\n
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@inproceedings{DBLP:conf/caise/GiacomoFLMMS23,\n author = {Giuseppe {De Giacomo} and\nMarco Favorito and\nFrancesco Leotta and\nMassimo Mecella and\nFlavia Monti and\nLuciana Silo},\n booktitle = {CAiSE Forum},\n keywords = {WP5},\n pages = {112--120},\n publisher = {Springer},\n series = {Lecture Notes in Business Information Processing},\n title = {{AIDA:} {A} Tool for Resiliency in Smart Manufacturing},\n volume = {477},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n Simplifying Step-Wise Explanation Sequences.\n \n \n \n\n\n \n Bleukx, I.; Devriendt, J.; Gamba, E.; Bogaerts, B.; and Guns, T.\n\n\n \n\n\n\n In CP, volume 280, of LIPIcs, pages 11:1–11:20, 2023. Schloss Dagstuhl - Leibniz-Zentrum für Informatik\n \n\n\n\n
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@inproceedings{DBLP:conf/cp/BleukxDG0G23,\n author = {Ignace Bleukx and\nJo Devriendt and\nEmilio Gamba and\nBart Bogaerts and\nTias Guns},\n booktitle = {{CP}},\n keywords = {WP4,2+TAILOR-Partners},\n pages = {11:1--11:20},\n publisher = {Schloss Dagstuhl - Leibniz-Zentrum f{\\"{u}}r Informatik},\n series = {LIPIcs},\n title = {Simplifying Step-Wise Explanation Sequences},\n volume = {280},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n \n Predicting the Optimal Period for Cyclic Hoist Scheduling Problems.\n \n \n \n \n\n\n \n Efthymiou, N.; and Yorke-Smith, N.\n\n\n \n\n\n\n In CPAIOR, volume 13884, of Lecture Notes in Computer Science, pages 238–253, 2023. Springer\n \n\n\n\n
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@inproceedings{DBLP:conf/cpaior/EfthymiouY23,\n author = {Nikolaos Efthymiou and\nNeil Yorke{-}Smith},\n booktitle = {{CPAIOR}},\n doi = {10.1007/978-3-031-33271-5\\_16},\n keywords = {WP4},\n pages = {238--253},\n publisher = {Springer},\n series = {Lecture Notes in Computer Science},\n title = {Predicting the Optimal Period for Cyclic Hoist Scheduling Problems},\n url = {https://doi.org/10.1007/978-3-031-33271-5\\_16},\n volume = {13884},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n Verifying Belief-Based Programs via Symbolic Dynamic Programming.\n \n \n \n\n\n \n Liu, D.; Huang, Q.; Belle, V.; and Lakemeyer, G.\n\n\n \n\n\n\n In ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - Including 12th Conference on Prestigious Applications of Intelligent Systems PAIS 2023, volume 372, of Frontiers in Artificial Intelligence and Applications, pages 1497–1504, 2023. IOS Press\n \n\n\n\n
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@inproceedings{DBLP:conf/ecai/0002HBL23,\n author = {Daxin Liu and\nQinfei Huang and\nVaishak Belle and\nGerhard Lakemeyer},\n booktitle = {{ECAI} 2023 - 26th European Conference on Artificial Intelligence,\nSeptember 30 - Including 12th Conference on Prestigious Applications of Intelligent Systems\n{PAIS 2023}},\n doi = {10.3233/FAIA230429},\n keywords = {WP5,A-level},\n pages = {1497--1504},\n publisher = {{IOS} Press},\n series = {Frontiers in Artificial Intelligence and Applications},\n title = {Verifying Belief-Based Programs via Symbolic Dynamic Programming},\n volume = {372},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n sc ltlf Synthesis Under Environment Specifications for Reachability and Safety Properties.\n \n \n \n\n\n \n Aminof, B.; De Giacomo, G.; Di Stasio, A.; Francon, H.; Rubin, S.; and Zhu, S.\n\n\n \n\n\n\n In EUMAS, volume 14282, of Lecture Notes in Computer Science, pages 263–279, 2023. Springer\n \n\n\n\n
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@inproceedings{DBLP:conf/eumas/AminofGSFRZ23,\n author = {Benjamin Aminof and\nGiuseppe {De Giacomo} and\nAntonio {Di Stasio} and\nHugo Francon and\nSasha Rubin and\nShufang Zhu},\n booktitle = {{EUMAS}},\n keywords = {WP5,Outside-Europe},\n pages = {263--279},\n publisher = {Springer},\n series = {Lecture Notes in Computer Science},\n title = {sc ltlf Synthesis Under Environment Specifications\nfor Reachability and Safety Properties},\n volume = {14282},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n Behavioral QLTL.\n \n \n \n\n\n \n De Giacomo, G.; and Perelli, G.\n\n\n \n\n\n\n In EUMAS, volume 14282, of Lecture Notes in Computer Science, pages 133–149, 2023. Springer\n \n\n\n\n
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@inproceedings{DBLP:conf/eumas/GiacomoP23,\n author = {Giuseppe {De Giacomo} and\nGiuseppe Perelli},\n booktitle = {{EUMAS}},\n keywords = {WP5},\n pages = {133--149},\n publisher = {Springer},\n series = {Lecture Notes in Computer Science},\n title = {Behavioral {QLTL}},\n volume = {14282},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n Symbolic sc ltlf Best-Effort Synthesis.\n \n \n \n\n\n \n Giacomo, G. D.; Parretti, G.; and Zhu, S.\n\n\n \n\n\n\n In EUMAS, volume 14282, of Lecture Notes in Computer Science, pages 228–243, 2023. Springer\n \n\n\n\n
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@inproceedings{DBLP:conf/eumas/GiacomoPZ23,\n author = {Giuseppe De Giacomo and\nGianmarco Parretti and\nShufang Zhu},\n booktitle = {{EUMAS}},\n keywords = {WP5},\n pages = {228--243},\n publisher = {Springer},\n series = {Lecture Notes in Computer Science},\n title = {Symbolic sc ltlf Best-Effort Synthesis},\n volume = {14282},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n Using Knowledge Graphs for Performance Prediction of Modular Optimization Algorithms.\n \n \n \n\n\n \n Kostovska, A.; Vermetten, D.; Dzeroski, S.; Panov, P.; Eftimov, T.; and Doerr, C.\n\n\n \n\n\n\n In EvoApplications@EvoStar, volume 13989, of Lecture Notes in Computer Science, pages 253–268, 2023. Springer\n \n\n\n\n
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@inproceedings{DBLP:conf/evoapps/KostovskaVDPED13,\n author = {Ana Kostovska and\nDiederick Vermetten and\nSaso Dzeroski and\nPance Panov and\nTome Eftimov and\nCarola Doerr},\n booktitle = {EvoApplications@EvoStar},\n keywords = {WP7},\n pages = {253--268},\n publisher = {Springer},\n series = {Lecture Notes in Computer Science},\n title = {Using Knowledge Graphs for Performance Prediction of Modular Optimization\nAlgorithms},\n volume = {13989},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n \n Lessons Learned from the CYK Algorithm for Parsing-based Verification of Hierarchical Plans.\n \n \n \n \n\n\n \n Ondrcková, S.; Barták, R.; Bercher, P.; and Behnke, G.\n\n\n \n\n\n\n In Proceedings of the Thirty-Sixth International Florida Artificial Intelligence Research Society Conference, FLAIRS 2023, Clearwater Beach, FL, USA, May 14-17, 2023, 2023. AAAI Press\n \n\n\n\n
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@inproceedings{DBLP:conf/flairs/OndrckovaBBB23,\n author = {Simona Ondrckov{\\'{a}} and\nRoman Bart{\\'{a}}k and\nPascal Bercher and\nGregor Behnke},\n booktitle = {Proceedings of the Thirty-Sixth International Florida Artificial Intelligence\nResearch Society Conference, {FLAIRS} 2023, Clearwater Beach, FL,\nUSA, May 14-17, 2023},\n doi = {10.32473/flairs.36.133196},\n keywords = {WP4,Outside-Europe},\n publisher = {{AAAI} Press},\n title = {Lessons Learned from the {CYK} Algorithm for Parsing-based Verification\nof Hierarchical Plans},\n url = {https://doi.org/10.32473/flairs.36.133196},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n \n Parsing-Based Recognition of Hierarchical Plans Using the Grammar Constraint.\n \n \n \n \n\n\n \n Pantucková, K.; Ondrcková, S.; and Barták, R.\n\n\n \n\n\n\n In Proceedings of the Thirty-Sixth International Florida Artificial Intelligence Research Society Conference, FLAIRS 2023, Clearwater Beach, FL, USA, May 14-17, 2023, 2023. AAAI Press\n \n\n\n\n
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@inproceedings{DBLP:conf/flairs/PantuckovaOB23,\n author = {Krist{\\'{y}}na Pantuckov{\\'{a}} and\nSimona Ondrckov{\\'{a}} and\nRoman Bart{\\'{a}}k},\n bibsource = {dblp computer science bibliography, https://dblp.org},\n biburl = {https://dblp.org/rec/conf/flairs/PantuckovaOB23.bib},\n booktitle = {Proceedings of the Thirty-Sixth International Florida Artificial Intelligence\nResearch Society Conference, {FLAIRS} 2023, Clearwater Beach, FL,\nUSA, May 14-17, 2023},\n doi = {10.32473/flairs.36.133367},\n keywords = {WP4},\n publisher = {{AAAI} Press},\n timestamp = {Sat, 30 Sep 2023 09:41:18 +0200},\n title = {Parsing-Based Recognition of Hierarchical Plans Using the Grammar\nConstraint},\n url = {https://doi.org/10.32473/flairs.36.133367},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n \n Synthesizing Effective Diagnostic Models from Small Samples using Structural Machine Learning: a Case Study in Automating COVID-19 Diagnosis.\n \n \n \n \n\n\n \n Kaszuba, P.; Turner, A.; Mikulski, B.; Jumbe, N. S.; Schuh, A.; Morimoto, M.; Rexelius, P.; Hafen, R.; Deiotte, R.; Hammond, K.; Swan, J.; and Krawiec, K.\n\n\n \n\n\n\n In GECCO Companion, pages 727–730, 2023. ACM\n \n\n\n\n
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@inproceedings{DBLP:conf/gecco/KaszubaTMJSMRHD23,\n author = {Piotr Kaszuba and\nAndrew Turner and\nBartosz Mikulski and\nNl Shasha Jumbe and\nAndreas Schuh and\nMichael Morimoto and\nPeter Rexelius and\nRyan Hafen and\nRon Deiotte and\nKevin Hammond and\nJerry Swan and\nKrzysztof Krawiec},\n booktitle = {{GECCO} Companion},\n keywords = {WP3,WP7,Outside-Europe},\n pages = {727--730},\n publisher = {{ACM}},\n title = {Synthesizing Effective Diagnostic Models from Small Samples using\nStructural Machine Learning: a Case Study in Automating {COVID-19}\nDiagnosis},\n url_paper = {https://dl.acm.org/doi/abs/10.1145/3583133.3590598},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n Comparing Algorithm Selection Approaches on Black-Box Optimization Problems.\n \n \n \n\n\n \n Kostovska, A.; Jankovic, A.; Vermetten, D.; Dzeroski, S.; Eftimov, T.; and Doerr, C.\n\n\n \n\n\n\n In GECCO Companion, pages 495–498, 2023. ACM\n \n\n\n\n
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@inproceedings{DBLP:conf/gecco/Kostovska0VDED23,\n author = {Ana Kostovska and\nAnja Jankovic and\nDiederick Vermetten and\nSaso Dzeroski and\nTome Eftimov and\nCarola Doerr},\n booktitle = {{GECCO} Companion},\n keywords = {WP7},\n pages = {495--498},\n publisher = {{ACM}},\n title = {Comparing Algorithm Selection Approaches on Black-Box Optimization\nProblems},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n Algorithm Instance Footprint: Separating Easily Solvable and Challenging Problem Instances.\n \n \n \n\n\n \n Nikolikj, A.; Dzeroski, S.; Muñoz, M. A.; Doerr, C.; Korosec, P.; and Eftimov, T.\n\n\n \n\n\n\n In GECCO, pages 529–537, 2023. ACM\n \n\n\n\n
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@inproceedings{DBLP:conf/gecco/NikolikjDMDKE23,\n author = {Ana Nikolikj and\nSaso Dzeroski and\nMario Andr{\\'{e}}s Mu{\\~{n}}oz and\nCarola Doerr and\nPeter Korosec and\nTome Eftimov},\n booktitle = {{GECCO}},\n keywords = {WP7},\n pages = {529--537},\n publisher = {{ACM}},\n title = {Algorithm Instance Footprint: Separating Easily Solvable and Challenging\nProblem Instances},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n \n Imagining the AI Landscape after the AI Act.\n \n \n \n \n\n\n \n Dushi, D.; Naretto, F.; and Pratesi, F.\n\n\n \n\n\n\n In Proceedings of the Workshops at the Second International Conference on Hybrid Human-Artificial Intelligence co-located with (HHAI 2023), volume 3456, of CEUR Workshop Proceedings, pages 1–6, 2023. CEUR-WS.org\n \n\n\n\n
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@inproceedings{DBLP:conf/hhai/DushiNP23,\n author = {Desara Dushi and Francesca Naretto and Francesca Pratesi},\n booktitle = {Proceedings of the Workshops at the Second International Conference\non Hybrid Human-Artificial Intelligence co-located with ({HHAI} 2023)},\n keywords = {WP3},\n pages = {1--6},\n publisher = {CEUR-WS.org},\n series = {{CEUR} Workshop Proceedings},\n title = {Imagining the {AI} Landscape after the {AI} Act},\n url = {https://ceur-ws.org/Vol-3456/preface1.pdf},\n url_paper = {https://ceur-ws.org/Vol-3456/preface1.pdf},\n volume = {3456},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n \n On the Impact of Grounding on HTN Plan Verification via Parsing.\n \n \n \n \n\n\n \n Ondrcková, S.; Barták, R.; Bercher, P.; and Behnke, G.\n\n\n \n\n\n\n In Rocha, A. P.; Steels, L.; and van den Herik, H. J., editor(s), Proceedings of the 15th International Conference on Agents and Artificial Intelligence, ICAART 2023, Volume 3, Lisbon, Portugal, February 22-24, 2023, pages 92–99, 2023. SCITEPRESS\n \n\n\n\n
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@inproceedings{DBLP:conf/icaart/OndrckovaBBB23,\n author = {Simona Ondrckov{\\'{a}} and\nRoman Bart{\\'{a}}k and\nPascal Bercher and\nGregor Behnke},\n bibsource = {dblp computer science bibliography, https://dblp.org},\n biburl = {https://dblp.org/rec/conf/icaart/OndrckovaBBB23.bib},\n booktitle = {Proceedings of the 15th International Conference on Agents and Artificial\nIntelligence, {ICAART} 2023, Volume 3, Lisbon, Portugal, February\n22-24, 2023},\n doi = {10.5220/0011618400003393},\n editor = {Ana Paula Rocha and\nLuc Steels and\nH. Jaap van den Herik},\n keywords = {WP4,Outside-Europe},\n pages = {92--99},\n publisher = {{SCITEPRESS}},\n timestamp = {Tue, 09 May 2023 16:57:47 +0200},\n title = {On the Impact of Grounding on {HTN} Plan Verification via Parsing},\n url = {https://doi.org/10.5220/0011618400003393},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n \n Attributed Transition-Based Domain Control Knowledge for Domain-Independent Planning (Extended Abstract).\n \n \n \n \n\n\n \n Chrpa, L.; Barták, R.; Vodrázka, J.; and Vomlelová, M.\n\n\n \n\n\n\n In 39th IEEE International Conference on Data Engineering, ICDE 2023, Anaheim, CA, USA, April 3-7, 2023, pages 3879–3880, 2023. IEEE\n \n\n\n\n
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@inproceedings{DBLP:conf/icde/ChrpaBVV23,\n author = {Luk{\\'{a}}s Chrpa and\nRoman Bart{\\'{a}}k and\nJindrich Vodr{\\'{a}}zka and\nMarta Vomlelov{\\'{a}}},\n bibsource = {dblp computer science bibliography, https://dblp.org},\n biburl = {https://dblp.org/rec/conf/icde/ChrpaBVV23.bib},\n booktitle = {39th {IEEE} International Conference on Data Engineering, {ICDE} 2023,\nAnaheim, CA, USA, April 3-7, 2023},\n doi = {10.1109/ICDE55515.2023.00366},\n keywords = {WP4,A-level},\n pages = {3879--3880},\n publisher = {{IEEE}},\n timestamp = {Thu, 27 Jul 2023 17:17:25 +0200},\n title = {Attributed Transition-Based Domain Control Knowledge for Domain-Independent\nPlanning (Extended Abstract)},\n url = {https://doi.org/10.1109/ICDE55515.2023.00366},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n \n Expertise Trees Resolve Knowledge Limitations in Collective Decision-Making.\n \n \n \n \n\n\n \n Abels, A.; Lenaerts, T.; Trianni, V.; and Nowé, A.\n\n\n \n\n\n\n In ICML, volume 202, of Proceedings of Machine Learning Research, pages 79–90, 2023. PMLR\n \n\n\n\n
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@inproceedings{DBLP:conf/icml/AbelsLTN23,\n author = {Axel Abels and\nTom Lenaerts and\nVito Trianni and\nAnn Now{\\'{e}}},\n booktitle = {{ICML}},\n keywords = {WP6},\n pages = {79--90},\n publisher = {{PMLR}},\n series = {Proceedings of Machine Learning Research},\n title = {Expertise Trees Resolve Knowledge Limitations in Collective Decision-Making},\n url_paper = {https://proceedings.mlr.press/v202/abels23a/abels23a.pdf},\n volume = {202},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n \n Interpretable Neural-Symbolic Concept Reasoning.\n \n \n \n \n\n\n \n Barbiero, P.; Ciravegna, G.; Giannini, F.; Zarlenga, M. E.; Magister, L. C.; Tonda, A.; Lio, P.; Precioso, F.; Jamnik, M.; and Marra, G.\n\n\n \n\n\n\n In ICML, volume 202, of Proceedings of Machine Learning Research, pages 1801–1825, 2023. PMLR\n \n\n\n\n
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@inproceedings{DBLP:conf/icml/BarbieroCGZMTLP23,\n author = {Pietro Barbiero and\nGabriele Ciravegna and\nFrancesco Giannini and\nMateo Espinosa Zarlenga and\nLucie Charlotte Magister and\nAlberto Tonda and\nPietro Lio and\nFr{\\'{e}}d{\\'{e}}ric Precioso and\nMateja Jamnik and\nGiuseppe Marra},\n booktitle = {{ICML}},\n keywords = {WP3,WP4,2+TAILOR-Partners},\n pages = {1801--1825},\n publisher = {{PMLR}},\n series = {Proceedings of Machine Learning Research},\n title = {Interpretable Neural-Symbolic Concept Reasoning},\n url = {https://proceedings.mlr.press/v202/barbiero23a.html},\n volume = {202},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n Abstraction of Nondeterministic Situation Calculus Action Theories.\n \n \n \n\n\n \n Banihashemi, B.; De Giacomo, G.; and Lespérance, Y.\n\n\n \n\n\n\n In IJCAI, pages 3112–3122, 2023. ijcai.org\n \n\n\n\n
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@inproceedings{DBLP:conf/ijcai/BanihashemiGL23,\n author = {Bita Banihashemi and\nGiuseppe {De Giacomo} and\nYves Lesp{\\'{e}}rance},\n booktitle = {{IJCAI}},\n keywords = {A-level,WP5,Outside-Europe},\n pages = {3112--3122},\n publisher = {ijcai.org},\n title = {Abstraction of Nondeterministic Situation Calculus Action Theories},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n Learning Constraint Networks over Unknown Constraint Languages.\n \n \n \n\n\n \n Bessiere, C.; Carbonnel, C.; and Himeur, A.\n\n\n \n\n\n\n In IJCAI, pages 1876–1883, 2023. ijcai.org\n \n\n\n\n
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@inproceedings{DBLP:conf/ijcai/BessiereCH23,\n author = {Christian Bessiere and\nCl{\\'{e}}ment Carbonnel and\nAreski Himeur},\n booktitle = {{IJCAI}},\n keywords = {WP4},\n pages = {1876--1883},\n publisher = {ijcai.org},\n title = {Learning Constraint Networks over Unknown Constraint Languages},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n \n A Computational Model of Ostrom's Institutional Analysis and Development Framework (Extended Abstract).\n \n \n \n \n\n\n \n Montes, N.; Osman, N.; and Sierra, C.\n\n\n \n\n\n\n In IJCAI, pages 6937–6941, 2023. ijcai.org\n Journal Track\n\n\n\n
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@inproceedings{DBLP:conf/ijcai/Montes0S23,\n author = {Nieves Montes and\nNardine Osman and\nCarles Sierra},\n booktitle = {{IJCAI}},\n keywords = {WP6},\n note = {Journal Track},\n pages = {6937--6941},\n publisher = {ijcai.org},\n title = {A Computational Model of Ostrom's Institutional Analysis and Development\nFramework (Extended Abstract)},\n url = {https://doi.org/10.24963/ijcai.2023/786},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n \n Enhancing Embedding Representations of Biomedical Data using Logic Knowledge.\n \n \n \n \n\n\n \n Diligenti, M.; Giannini, F.; Fioravanti, S.; Graziani, C.; Falaschi, M.; and Marra, G.\n\n\n \n\n\n\n In International Joint Conference on Neural Networks, IJCNN 2023, Gold Coast, Australia, June 18-23, 2023, pages 1–8, 2023. IEEE\n \n\n\n\n
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@inproceedings{DBLP:conf/ijcnn/DiligentiGFGFM23,\n author = {Michelangelo Diligenti and\nFrancesco Giannini and\nStefano Fioravanti and\nCaterina Graziani and\nMoreno Falaschi and\nGiuseppe Marra},\n bibsource = {dblp computer science bibliography, https://dblp.org},\n biburl = {https://dblp.org/rec/conf/ijcnn/DiligentiGFGFM23.bib},\n booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2023, Gold\nCoast, Australia, June 18-23, 2023},\n doi = {10.1109/IJCNN54540.2023.10191706},\n keywords = {WP4,2+TAILOR-Partners},\n pages = {1--8},\n publisher = {{IEEE}},\n timestamp = {Wed, 09 Aug 2023 16:25:09 +0200},\n title = {Enhancing Embedding Representations of Biomedical Data using Logic\nKnowledge},\n url = {https://doi.org/10.1109/IJCNN54540.2023.10191706},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n \n Linguistic Feature Injection for Efficient Natural Language Processing.\n \n \n \n \n\n\n \n Fioravanti, S.; Zugarini, A.; Giannini, F.; Rigutini, L.; Maggini, M.; and Diligenti, M.\n\n\n \n\n\n\n In International Joint Conference on Neural Networks, IJCNN 2023, Gold Coast, Australia, June 18-23, 2023, pages 1–7, 2023. IEEE\n \n\n\n\n
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@inproceedings{DBLP:conf/ijcnn/FioravantiZGRMD23,\n author = {Stefano Fioravanti and\nAndrea Zugarini and\nFrancesco Giannini and\nLeonardo Rigutini and\nMarco Maggini and\nMichelangelo Diligenti},\n bibsource = {dblp computer science bibliography, https://dblp.org},\n biburl = {https://dblp.org/rec/conf/ijcnn/FioravantiZGRMD23.bib},\n booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2023, Gold\nCoast, Australia, June 18-23, 2023},\n doi = {10.1109/IJCNN54540.2023.10191680},\n keywords = {WP4},\n pages = {1--7},\n publisher = {{IEEE}},\n timestamp = {Wed, 09 Aug 2023 16:25:09 +0200},\n title = {Linguistic Feature Injection for Efficient Natural Language Processing},\n url = {https://doi.org/10.1109/IJCNN54540.2023.10191680},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n An Experimental Overview of Neural-Symbolic Systems.\n \n \n \n\n\n \n Vermeulen, A.; Manhaeve, R.; and Marra, G.\n\n\n \n\n\n\n In ILP, of Lecture Notes in Artificial Intelligence, 2023. Springer\n \n\n\n\n
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@inproceedings{DBLP:conf/ilp/Vermeulen,\n author = {Arne Vermeulen and\nRobin Manhaeve and\nGiuseppe Marra},\n booktitle = {{ILP}},\n keywords = {WP4},\n publisher = {Springer},\n series = {Lecture Notes in Artificial Intelligence},\n title = {An Experimental Overview of Neural-Symbolic Systems},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n \n Concerning Measures in a First-order Logic with Actions and Meta-beliefs.\n \n \n \n \n\n\n \n Liu, D.; Feng, Q.; Belle, V.; and Lakemeyer, G.\n\n\n \n\n\n\n In Proceedings of the 20th International Conference on Principles of Knowledge Representation and Reasoning, KR 2023, Rhodes, Greece, September 2-8, 2023, pages 451–460, 2023. \n \n\n\n\n
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@inproceedings{DBLP:conf/kr/0002FBL23,\n author = {Daxin Liu and\nQihui Feng and\nVaishak Belle and\nGerhard Lakemeyer},\n booktitle = {Proceedings of the 20th International Conference on Principles of\nKnowledge Representation and Reasoning, {KR} 2023, Rhodes, Greece,\nSeptember 2-8, 2023},\n keywords = {WP5,A-level},\n pages = {451--460},\n title = {Concerning Measures in a First-order Logic with Actions and Meta-beliefs},\n url = {https://doi.org/10.24963/kr.2023/44},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n Concerning Measures in a First-order Logic with Actions and Meta-beliefs.\n \n \n \n\n\n \n Liu, D.; Feng, Q.; Belle, V.; and Lakemeyer, G.\n\n\n \n\n\n\n In Proceedings of the 20th International Conference on Principles of Knowledge Representation and Reasoning, KR 2023, pages 451–460, 2023. \n \n\n\n\n
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@inproceedings{DBLP:conf/kr/0002FBL23,\n author = {Daxin Liu and\nQihui Feng and\nVaishak Belle and\nGerhard Lakemeyer},\n booktitle = {Proceedings of the 20th International Conference on Principles of\nKnowledge Representation and Reasoning, {KR} 2023},\n doi = {10.24963/KR.2023/44},\n keywords = {WP5,A-level},\n pages = {451--460},\n title = {Concerning Measures in a First-order Logic with Actions and Meta-beliefs},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n Grounding LTLf Specifications in Image Sequences.\n \n \n \n\n\n \n Umili, E.; Capobianco, R.; and De Giacomo, G.\n\n\n \n\n\n\n In KR, pages 668–678, 2023. \n \n\n\n\n
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@inproceedings{DBLP:conf/kr/UmiliCG23,\n author = {Elena Umili and\nRoberto Capobianco and\nGiuseppe {De Giacomo}},\n booktitle = {{KR}},\n keywords = {A-level,WP5},\n pages = {668--678},\n title = {Grounding LTLf Specifications in Image Sequences},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n Stochastic Best-Effort Strategies for Borel Goals.\n \n \n \n\n\n \n Aminof, B.; De Giacomo, G.; Rubin, S.; and Zuleger, F.\n\n\n \n\n\n\n In LICS, pages 1–13, 2023. \n \n\n\n\n
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@inproceedings{DBLP:conf/lics/AminofGRZ23,\n author = {Benjamin Aminof and\nGiuseppe {De Giacomo} and\nSasha Rubin and\nFlorian Zuleger},\n booktitle = {{LICS}},\n keywords = {A-level,WP5,Outside-Europe},\n pages = {1--13},\n title = {Stochastic Best-Effort Strategies for Borel Goals},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n \n Is the Proof Length a Good Indicator of Hardness for Reason-able Embeddings?.\n \n \n \n \n\n\n \n Potoniec, J.\n\n\n \n\n\n\n In NeSy, volume 3432, of CEUR Workshop Proceedings, pages 150–161, 2023. CEUR-WS.org\n \n\n\n\n
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@inproceedings{DBLP:conf/nesy/Potoniec23,\n author = {Jedrzej Potoniec},\n booktitle = {NeSy},\n keywords = {WP4},\n pages = {150--161},\n publisher = {CEUR-WS.org},\n series = {{CEUR} Workshop Proceedings},\n title = {Is the Proof Length a Good Indicator of Hardness for Reason-able Embeddings?},\n url_paper = {https://ceur-ws.org/Vol-3432/paper12.pdf},\n volume = {3432},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n \n A formalization of multi-agent planning with explicit agent representation.\n \n \n \n \n\n\n \n Trapasso, A.; Santilli, S.; Iocchi, L.; and Patrizi, F.\n\n\n \n\n\n\n In SAC, pages 816–823, 2023. ACM\n \n\n\n\n
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@inproceedings{DBLP:conf/sac/TrapassoSIP23,\n author = {Alessandro Trapasso and\nSofia Santilli and\nLuca Iocchi and\nFabio Patrizi},\n booktitle = {{SAC}},\n doi = {10.1145/3555776.3577753},\n keywords = {WP5},\n pages = {816--823},\n publisher = {{ACM}},\n title = {A formalization of multi-agent planning with explicit agent representation},\n url_paper = {https://doi.org/10.1145/3555776.3577753},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n \n Self-Optimizing Agents Using Mixed Initiative Behavior Trees.\n \n \n \n \n\n\n \n Behery, M.; Trinh, M.; Brecher, C.; and Lakemeyer, G.\n\n\n \n\n\n\n In SEAMS, pages 97–103, 2023. IEEE\n \n\n\n\n
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@inproceedings{DBLP:conf/seams/BeheryTBL23,\n author = {Mohamed Behery and\nMinh Trinh and\nChristian Brecher and\nGerhard Lakemeyer},\n booktitle = {{SEAMS}},\n keywords = {WP5},\n pages = {97--103},\n publisher = {{IEEE}},\n title = {Self-Optimizing Agents Using Mixed Initiative Behavior Trees},\n url = {https://doi.org/10.1109/SEAMS59076.2023.00023},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n \n Neural probabilistic logic programming in discrete-continuous domains.\n \n \n \n \n\n\n \n Smet, L. D.; Martires, P. Z. D.; Manhaeve, R.; Marra, G.; Kimmig, A.; and Raedt, L. D.\n\n\n \n\n\n\n In UAI, volume 216, of Proceedings of Machine Learning Research, pages 529–538, 2023. PMLR\n \n\n\n\n
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@inproceedings{DBLP:conf/uai/SmetMMMKR23,\n author = {Lennert De Smet and\nPedro Zuidberg Dos Martires and\nRobin Manhaeve and\nGiuseppe Marra and\nAngelika Kimmig and\nLuc De Raedt},\n booktitle = {{UAI}},\n keywords = {WP4},\n pages = {529--538},\n publisher = {{PMLR}},\n series = {Proceedings of Machine Learning Research},\n title = {Neural probabilistic logic programming in discrete-continuous domains},\n url_paper = {https://proceedings.mlr.press/v216/de-smet23a/de-smet23a.pdf},\n volume = {216},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n \n Dealing with expert bias in collective decision-making.\n \n \n \n \n\n\n \n Abels, A.; Lenaerts, T.; Trianni, V.; and Nowé, A.\n\n\n \n\n\n\n Artif. Intell., 320: 103921. 2023.\n \n\n\n\n
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@article{DBLP:journals/ai/AbelsLTN23,\n author = {Axel Abels and\nTom Lenaerts and\nVito Trianni and\nAnn Now{\\'{e}}},\n journal = {Artif. Intell.},\n keywords = {WP6},\n pages = {103921},\n title = {Dealing with expert bias in collective decision-making},\n url_paper = {https://doi.org/10.1016/j.artint.2023.103921},\n volume = {320},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n \n Logic Explained Networks.\n \n \n \n \n\n\n \n Ciravegna, G.; Barbiero, P.; Giannini, F.; Gori, M.; Liò, P.; Maggini, M.; and Melacci, S.\n\n\n \n\n\n\n Artif. Intell., 314: 103822. 2023.\n \n\n\n\n
\n\n\n\n \n \n \"LogicPaper\n  \n \n \n \"Logic paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n \n \n\n\n\n
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@article{DBLP:journals/ai/CiravegnaBGGLMM23,\n author = {Gabriele Ciravegna and\nPietro Barbiero and\nFrancesco Giannini and\nMarco Gori and\nPietro Li{\\`{o}} and\nMarco Maggini and\nStefano Melacci},\n doi = {10.1016/j.artint.2022.103822},\n journal = {Artif. Intell.},\n keywords = {WP3,WP4,A-level},\n pages = {103822},\n title = {Logic Explained Networks},\n url = {https://doi.org/10.1016/j.artint.2022.103822},\n url_paper = {https://arxiv.org/abs/2108.05149},\n volume = {314},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n \n Cooperative concurrent games.\n \n \n \n \n\n\n \n Gutierrez, J.; Kowara, S.; Kraus, S.; Steeples, T.; and Wooldridge, M. J.\n\n\n \n\n\n\n Artif. Intell., 314: 103806. 2023.\n \n\n\n\n
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@article{DBLP:journals/ai/GutierrezKKSW23,\n author = {Julian Gutierrez and\nSzymon Kowara and\nSarit Kraus and\nThomas Steeples and\nMichael J. Wooldridge},\n bibsource = {dblp computer science bibliography, https://dblp.org},\n biburl = {https://dblp.org/rec/journals/ai/GutierrezKKSW23.bib},\n doi = {10.1016/j.artint.2022.103806},\n journal = {Artif. Intell.},\n keywords = {WP6},\n pages = {103806},\n timestamp = {Sun, 25 Dec 2022 14:03:36 +0100},\n title = {Cooperative concurrent games},\n url = {https://doi.org/10.1016/j.artint.2022.103806},\n volume = {314},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n Learning MAX-SAT from contextual examples for combinatorial optimisation.\n \n \n \n\n\n \n Kumar, M.; Kolb, S.; Teso, S.; and Raedt, L. D.\n\n\n \n\n\n\n Artif. Intell., 314: 103794. 2023.\n \n\n\n\n
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@article{DBLP:journals/ai/KumarKTR23,\n author = {Mohit Kumar and\nSamuel Kolb and\nStefano Teso and\nLuc De Raedt},\n journal = {Artif. Intell.},\n keywords = {WP4},\n pages = {103794},\n title = {Learning {MAX-SAT} from contextual examples for combinatorial optimisation},\n volume = {314},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n \n T-norms driven loss functions for machine learning.\n \n \n \n \n\n\n \n Giannini, F.; Diligenti, M.; Maggini, M.; Gori, M.; and Marra, G.\n\n\n \n\n\n\n Appl. Intell., 53(15): 18775–18789. 2023.\n \n\n\n\n
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@article{DBLP:journals/apin/GianniniDMGM23,\n author = {Francesco Giannini and\nMichelangelo Diligenti and\nMarco Maggini and\nMarco Gori and\nGiuseppe Marra},\n bibsource = {dblp computer science bibliography, https://dblp.org},\n biburl = {https://dblp.org/rec/journals/apin/GianniniDMGM23.bib},\n doi = {10.1007/s10489-022-04383-6},\n journal = {Appl. Intell.},\n keywords = {WP4,2+TAILOR-Partners},\n number = {15},\n pages = {18775--18789},\n timestamp = {Fri, 21 Jul 2023 22:26:19 +0200},\n title = {T-norms driven loss functions for machine learning},\n url = {https://doi.org/10.1007/s10489-022-04383-6},\n volume = {53},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n \n A knowledge graph approach to predict and interpret disease-causing gene interactions.\n \n \n \n \n\n\n \n Renaux, A.; Terwagne, C.; Cochez, M.; Tiddi, I.; Nowé, A.; and Lenaerts, T.\n\n\n \n\n\n\n BMC Bioinform., 24(1): 324. 2023.\n \n\n\n\n
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@article{DBLP:journals/bmcbi/RenauxTCTNL23,\n author = {Alexandre Renaux and\nChlo{\\'{e}} Terwagne and\nMichael Cochez and\nIlaria Tiddi and\nAnn Now{\\'{e}} and\nTom Lenaerts},\n journal = {{BMC} Bioinform.},\n keywords = {WP6},\n number = {1},\n pages = {324},\n title = {A knowledge graph approach to predict and interpret disease-causing\ngene interactions},\n url_paper = {https://doi.org/10.1186/s12859-023-05451-5},\n volume = {24},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n Digital twin composition in smart manufacturing via Markov decision processes.\n \n \n \n\n\n \n De Giacomo, G.; Favorito, M.; Leotta, F.; Mecella, M.; and Silo, L.\n\n\n \n\n\n\n Comput. Ind., 149: 103916. 2023.\n \n\n\n\n
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@article{DBLP:journals/cii/GiacomoFLMS23,\n author = {Giuseppe {De Giacomo} and\nMarco Favorito and\nFrancesco Leotta and\nMassimo Mecella and\nLuciana Silo},\n journal = {Comput. Ind.},\n keywords = {WP5},\n pages = {103916},\n title = {Digital twin composition in smart manufacturing via Markov decision\nprocesses},\n volume = {149},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n Act for Your Duties but Maintain Your Rights.\n \n \n \n\n\n \n Zhu, S.; and De Giacomo, G.\n\n\n \n\n\n\n CoRR, abs/2302.03384. 2023.\n \n\n\n\n
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@article{DBLP:journals/corr/abs-2302-03384,\n author = {Shufang Zhu and\nGiuseppe {De Giacomo}},\n journal = {CoRR},\n keywords = {WP5},\n title = {Act for Your Duties but Maintain Your Rights},\n volume = {abs/2302.03384},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n Exploiting Multiple Abstractions in Episodic RL via Reward Shaping.\n \n \n \n\n\n \n Cipollone, R.; De Giacomo, G.; Favorito, M.; Iocchi, L.; and Patrizi, F.\n\n\n \n\n\n\n CoRR, abs/2303.00516. 2023.\n \n\n\n\n
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@article{DBLP:journals/corr/abs-2303-00516,\n author = {Roberto Cipollone and\nGiuseppe {De Giacomo} and\nMarco Favorito and\nLuca Iocchi and\nFabio Patrizi},\n journal = {CoRR},\n keywords = {WP5},\n title = {Exploiting Multiple Abstractions in Episodic {RL} via Reward Shaping},\n volume = {abs/2303.00516},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n \n Efficiently Explaining CSPs with Unsatisfiable Subset Optimization (extended algorithms and examples).\n \n \n \n \n\n\n \n Gamba, E.; Bogaerts, B.; and Guns, T.\n\n\n \n\n\n\n CoRR, abs/2303.11712. 2023.\n \n\n\n\n
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@article{DBLP:journals/corr/abs-2303-11712,\n author = {Emilio Gamba and\nBart Bogaerts and\nTias Guns},\n journal = {CoRR},\n keywords = {WP4,2+TAILOR-Partners},\n title = {Efficiently Explaining CSPs with Unsatisfiable Subset Optimization\n(extended algorithms and examples)},\n url = {https://doi.org/10.48550/arXiv.2303.11712},\n volume = {abs/2303.11712},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n Abstraction of Nondeterministic Situation Calculus Action Theories - Extended Version.\n \n \n \n\n\n \n Banihashemi, B.; De Giacomo, G.; and Lespérance, Y.\n\n\n \n\n\n\n CoRR, abs/2305.14222. 2023.\n \n\n\n\n
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@article{DBLP:journals/corr/abs-2305-14222,\n author = {Bita Banihashemi and\nGiuseppe {De Giacomo} and\nYves Lesp{\\'{e}}rance},\n journal = {CoRR},\n keywords = {WP5,Outside-Europe},\n title = {Abstraction of Nondeterministic Situation Calculus Action Theories\n- Extended Version},\n volume = {abs/2305.14222},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n \n Interactive Model Expansion in an Observable Environment.\n \n \n \n \n\n\n \n Carbonnelle, P.; Vennekens, J.; Bogaerts, B.; and Denecker, M.\n\n\n \n\n\n\n CoRR, abs/2305.17140. 2023.\n \n\n\n\n
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@article{DBLP:journals/corr/abs-2305-17140,\n author = {Pierre Carbonnelle and\nJoost Vennekens and\nBart Bogaerts and\nMarc Denecker},\n journal = {CoRR},\n keywords = {WP4,2+TAILOR-Partners},\n title = {Interactive Model Expansion in an Observable Environment},\n url = {https://doi.org/10.48550/arXiv.2305.17140},\n volume = {abs/2305.17140},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n Temporally Extended Goal Recognition in Fully Observable Non-Deterministic Domain Models.\n \n \n \n\n\n \n Pereira, R. F.; Fuggitti, F.; Meneguzzi, F.; and De Giacomo, G.\n\n\n \n\n\n\n CoRR, abs/2306.08680. 2023.\n \n\n\n\n
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@article{DBLP:journals/corr/abs-2306-08680,\n author = {Ramon Fraga Pereira and\nFrancesco Fuggitti and\nFelipe Meneguzzi and\nGiuseppe {De Giacomo}},\n journal = {CoRR},\n keywords = {WP5},\n title = {Temporally Extended Goal Recognition in Fully Observable Non-Deterministic\nDomain Models},\n volume = {abs/2306.08680},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n Symbolic LTLf Best-Effort Synthesis.\n \n \n \n\n\n \n De Giacomo, G.; Parretti, G.; and Zhu, S.\n\n\n \n\n\n\n CoRR, abs/2308.15178. 2023.\n \n\n\n\n
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@article{DBLP:journals/corr/abs-2308-15178,\n author = {Giuseppe {De Giacomo} and\nGianmarco Parretti and\nShufang Zhu},\n journal = {CoRR},\n keywords = {WP5},\n title = {Symbolic LTLf Best-Effort Synthesis},\n volume = {abs/2308.15178},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n LTLf Synthesis Under Environment Specifications for Reachability and Safety Properties.\n \n \n \n\n\n \n Aminof, B.; De Giacomo, G.; Di Stasio, A.; Francon, H.; Rubin, S.; and Zhu, S.\n\n\n \n\n\n\n CoRR, abs/2308.15184. 2023.\n \n\n\n\n
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@article{DBLP:journals/corr/abs-2308-15184,\n author = {Benjamin Aminof and\nGiuseppe {De Giacomo} and\nAntonio {Di Stasio} and\nHugo Francon and\nSasha Rubin and\nShufang Zhu},\n journal = {CoRR},\n keywords = {WP5,Outside-Europe},\n title = {LTLf Synthesis Under Environment Specifications for Reachability and\nSafety Properties},\n volume = {abs/2308.15184},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n LTLf Best-Effort Synthesis in Nondeterministic Planning Domains.\n \n \n \n\n\n \n De Giacomo, G.; Parretti, G.; and Zhu, S.\n\n\n \n\n\n\n CoRR, abs/2308.15188. 2023.\n \n\n\n\n
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@article{DBLP:journals/corr/abs-2308-15188,\n author = {Giuseppe {De Giacomo} and\nGianmarco Parretti and\nShufang Zhu},\n journal = {CoRR},\n keywords = {WP5},\n title = {LTLf Best-Effort Synthesis in Nondeterministic Planning Domains},\n volume = {abs/2308.15188},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n \n Benchmarking and survey of explanation methods for black box models.\n \n \n \n \n\n\n \n Bodria, F.; Giannotti, F.; Guidotti, R.; Naretto, F.; Pedreschi, D.; and Rinzivillo, S.\n\n\n \n\n\n\n Data Mining and Knowledge Discovery, 37(5): 1719–1778. 2023.\n \n\n\n\n
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@article{DBLP:journals/datamine/BodriaGGNPR23,\n author = {Francesco Bodria and Fosca Giannotti and Riccardo Guidotti and Francesca Naretto and Dino Pedreschi and Salvatore Rinzivillo},\n doi = {10.1007/s10618-023-00933-9},\n journal = {Data Mining and Knowledge Discovery},\n keywords = {WP3,2+TAILOR-Partners},\n number = {5},\n pages = {1719--1778},\n title = {Benchmarking and survey of explanation methods for black box models},\n url = {https://doi.org/10.1007/s10618-023-00933-9},\n url_paper = {https://link.springer.com/content/pdf/10.1007/s10618-023-00933-9.pdf},\n volume = {37},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n \n Process mining meets model learning: Discovering deterministic finite state automata from event logs for business process analysis.\n \n \n \n \n\n\n \n Agostinelli, S.; Chiariello, F.; Maggi, F. M.; Marrella, A.; and Patrizi, F.\n\n\n \n\n\n\n Inf. Syst., 114: 102180. 2023.\n \n\n\n\n
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@article{DBLP:journals/is/AgostinelliCMMP23,\n author = {Simone Agostinelli and\nFrancesco Chiariello and\nFabrizio Maria Maggi and\nAndrea Marrella and\nFabio Patrizi},\n bibsource = {dblp computer science bibliography, https://dblp.org},\n biburl = {https://dblp.org/rec/journals/is/AgostinelliCMMP23.bib},\n doi = {10.1016/j.is.2023.102180},\n journal = {Inf. Syst.},\n keywords = {WP5},\n pages = {102180},\n timestamp = {Mon, 26 Jun 2023 20:54:32 +0200},\n title = {Process mining meets model learning: Discovering deterministic finite\nstate automata from event logs for business process analysis},\n url = {https://doi.org/10.1016/j.is.2023.102180},\n url_paper = {https://doi.org/10.1016/j.is.2023.102180},\n volume = {114},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n \n Certified Dominance and Symmetry Breaking for Combinatorial Optimisation.\n \n \n \n \n\n\n \n Bogaerts, B.; Gocht, S.; McCreesh, C.; and Nordström, J.\n\n\n \n\n\n\n J. Artif. Intell. Res., 77: 1539–1589. 2023.\n \n\n\n\n
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@article{DBLP:journals/jair/BogaertsGMN23,\n author = {Bart Bogaerts and\nStephan Gocht and\nCiaran McCreesh and\nJakob Nordstr{\\"{o}}m},\n journal = {J. Artif. Intell. Res.},\n keywords = {WP4},\n pages = {1539--1589},\n title = {Certified Dominance and Symmetry Breaking for Combinatorial Optimisation},\n url = {https://jair.org/index.php/jair/article/view/14296/26960},\n volume = {77},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n Mimicking Behaviors in Separated Domains.\n \n \n \n\n\n \n De Giacomo, G.; Fried, D.; Patrizi, F.; and Zhu, S.\n\n\n \n\n\n\n J. Artif. Intell. Res., 77: 1087–1112. 2023.\n \n\n\n\n
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@article{DBLP:journals/jair/GiacomoFPZ23,\n author = {Giuseppe {De Giacomo} and\nDror Fried and\nFabio Patrizi and\nShufang Zhu},\n journal = {J. Artif. Intell. Res.},\n keywords = {A-level,WP5,Outside-Europe},\n pages = {1087--1112},\n title = {Mimicking Behaviors in Separated Domains},\n volume = {77},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n \n A tool for declarative Trace Alignment via automated planning.\n \n \n \n \n\n\n \n De Giacomo, G.; Fuggitti, F.; Maggi, F. M.; Marrella, A.; and Patrizi, F.\n\n\n \n\n\n\n Softw. Impacts, 16: 100505. 2023.\n \n\n\n\n
\n\n\n\n \n \n \"APaper\n  \n \n \n \"A paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 3 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@article{DBLP:journals/simpa/GiacomoFMMP23,\n author = {Giuseppe {De Giacomo} and\nFrancesco Fuggitti and\nFabrizio Maria Maggi and\nAndrea Marrella and\nFabio Patrizi},\n bibsource = {dblp computer science bibliography, https://dblp.org},\n biburl = {https://dblp.org/rec/journals/simpa/GiacomoFMMP23.bib},\n doi = {10.1016/j.simpa.2023.100505},\n journal = {Softw. Impacts},\n keywords = {WP5},\n pages = {100505},\n timestamp = {Sun, 06 Aug 2023 20:51:01 +0200},\n title = {A tool for declarative Trace Alignment via automated planning},\n url = {https://doi.org/10.1016/j.simpa.2023.100505},\n url_paper = {https://doi.org/10.1016/j.simpa.2023.100505},\n volume = {16},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n AI-augmented Business Process Management Systems: A Research Manifesto.\n \n \n \n\n\n \n Dumas, M.; Fournier, F.; Limonad, L.; Marrella, A.; Montali, M.; Rehse, J.; Accorsi, R.; Calvanese, D.; De Giacomo, G.; Fahland, D.; Gal, A.; Rosa, M. L.; Völzer, H.; and Weber, I.\n\n\n \n\n\n\n ACM Trans. Manag. Inf. Syst., 14(1): 11:1–11:19. 2023.\n \n\n\n\n
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@article{DBLP:journals/tmis/DumasFLMMRACGFGRVW23,\n author = {Marlon Dumas and\nFabiana Fournier and\nLior Limonad and\nAndrea Marrella and\nMarco Montali and\nJana{-}Rebecca Rehse and\nRafael Accorsi and\nDiego Calvanese and\nGiuseppe {De Giacomo} and\nDirk Fahland and\nAvigdor Gal and\nMarcello La Rosa and\nHagen V{\\"{o}}lzer and\nIngo Weber},\n journal = {{ACM} Trans. Manag. Inf. Syst.},\n keywords = {WP5,Outside-Europe},\n number = {1},\n pages = {11:1--11:19},\n title = {AI-augmented Business Process Management Systems: {A} Research Manifesto},\n volume = {14},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n \n Penalized wavelet nonparametric univariate logistic regression for irregular spaced data.\n \n \n \n \n\n\n \n Amato, U.; Antoniadis, A.; Feis, I. D.; and Gijbels, I.\n\n\n \n\n\n\n Statistics, 0(0): 1-24. 2023.\n \n\n\n\n
\n\n\n\n \n \n \"Penalized paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@article{doi:10.1080/02331888.2023.2248679,\n author = {Umberto Amato and Anestis Antoniadis and Italia De Feis and Irène Gijbels},\n doi = {10.1080/02331888.2023.2248679},\n eprint = { https://doi.org/10.1080/02331888.2023.2248679},\n journal = {Statistics},\n keywords = {WP4},\n number = {0},\n pages = {1-24},\n publisher = {Taylor & Francis},\n title = {Penalized wavelet nonparametric univariate logistic regression for irregular spaced data},\n url_paper = {https://doi.org/10.1080/02331888.2023.2248679},\n volume = {0},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n Learning Hierarchical Policies by Iteratively Reducing the Width of Sketch Rules.\n \n \n \n\n\n \n Drexler, D.; Seipp, J.; and Geffner, H.\n\n\n \n\n\n\n In Proceedings of the Twentieth International Conference on Principles of Knowledge Representation and Reasoning (KR 2023), 2023. \n \n\n\n\n
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@inproceedings{drexler-et-al-kr2023,\n author = {Dominik Drexler and Jendrik Seipp and Hector Geffner},\n booktitle = {Proceedings of the Twentieth International Conference on Principles of\nKnowledge Representation and Reasoning (KR 2023)},\n keywords = {WP5,A-level},\n title = {Learning Hierarchical Policies by Iteratively Reducing the Width of\nSketch Rules},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n \n Using Earley Parser for Recognizing Totally Ordered Hierarchical Plans.\n \n \n \n \n\n\n \n Pantůčková, K.; and Barták, R.\n\n\n \n\n\n\n In The proceedings of the Twenty-sixth European Conference on Artificial Intelligence (ECAI 2023), pages 1819–1826, 2023. IOS Press\n \n\n\n\n
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@inproceedings{ECAI2023/PantuckovaBartak,\n author = {Kristýna Pantůčková and Roman Barták},\n booktitle = {The proceedings of the Twenty-sixth European Conference on Artificial Intelligence (ECAI 2023)},\n doi = {10.3233/FAIA230469},\n keywords = {WP4,A-level},\n pages = {1819--1826},\n publisher = {IOS Press},\n title = {Using Earley Parser for Recognizing Totally Ordered Hierarchical Plans},\n url = {https://ebooks.iospress.nl/volumearticle/64401},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n PARIS: Planning Algorithms for Reconfiguring Independent Sets.\n \n \n \n\n\n \n Christen, R.; Eriksson, S.; Katz, M.; Muise, C.; Petrov, A.; Pommerening, F.; Seipp, J.; Sievers, S.; and Speck, D.\n\n\n \n\n\n\n In ECAI, 2023. \n \n\n\n\n
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@inproceedings{ecai2023cekmppssd,\n author = {Remo Christen and Salom{\\'e} Eriksson and Michael Katz and Christian Muise and Alice Petrov and Florian Pommerening and Jendrik Seipp and Silvan Sievers and David Speck},\n booktitle = {ECAI},\n keywords = {WP5,A-level,2+TAILOR-Partners,Outside-Europe},\n title = {{PARIS}: Planning Algorithms for Reconfiguring Independent Sets},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n \n Synthesis of Procedural Models for Deterministic Transition Systems.\n \n \n \n \n\n\n \n Javier Segovia-Aguas, J. F.; and Jiménez, S.\n\n\n \n\n\n\n In ECAI, 2023. \n \n\n\n\n
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@inproceedings{ecai2023sfj,\n author = {Javier Segovia-Aguas, Jonathan Ferrer-Mestres and Sergio Jim{\\'e}nez},\n booktitle = {{ECAI}},\n keywords = {WP5,A-level,Outside-Europe},\n title = {Synthesis of Procedural Models for Deterministic Transition Systems},\n url_code = {https://github.com/jsego/bfgp-pp},\n url_paper = {https://arxiv.org/pdf/2307.14368.pdf},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n FOND Planning for Pure-Past Linear Temporal Logic Goals.\n \n \n \n\n\n \n Bonassi, L.; De Giacomo, G.; Favorito, M.; Fuggitti, F.; Gerevini, A.; and Scala, E.\n\n\n \n\n\n\n . 09 2023.\n \n\n\n\n
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@article{ecai23bdffds,\n author = {Bonassi, Luigi and De Giacomo, Giuseppe and Favorito, Marco and Fuggitti, Francesco and Gerevini, Alfonso and Scala, Enrico},\n booktitle = {Proceedings of the 26th {European} Conference on {Artificial}\n{Intelligence} ({ECAI} 2023)},\n doi = {10.3233/FAIA230281},\n isbn = {9781643684369},\n keywords = {WP5,A-level},\n month = {09},\n title = {FOND Planning for Pure-Past Linear Temporal Logic Goals},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n Sensory and multisensory reasoning: Is Bayesian updating modality-dependent?.\n \n \n \n\n\n \n Fait, S.; Pighin, S.; Passerini, A.; Pavani, F.; and Tentori, K.\n\n\n \n\n\n\n Cognition, 234: 105355. 2023.\n \n\n\n\n
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@article{FAIT2023105355,\n author = {Stefano Fait and Stefania Pighin and Andrea Passerini and Francesco Pavani and Katya Tentori},\n doi = {https://doi.org/10.1016/j.cognition.2022.105355},\n issn = {0010-0277},\n journal = {Cognition},\n keywords = {WP3,Outside-Europe,A-level},\n pages = {105355},\n title = {Sensory and multisensory reasoning: Is Bayesian updating modality-dependent?},\n volume = {234},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n Unified Pose Sequence Modeling.\n \n \n \n\n\n \n Foo, L. G.; Li, T.; Rahmani, H.; Ke, Q.; and Liu, J.\n\n\n \n\n\n\n In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pages 13019-13030, June 2023. \n \n\n\n\n
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@inproceedings{Foo_2023_CVPR,\n author = {Foo, Lin Geng and Li, Tianjiao and Rahmani, Hossein and Ke, Qiuhong and Liu, Jun},\n booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},\n keywords = {WP3,WP4,A-level,Outside-Europe},\n month = {June},\n pages = {13019-13030},\n title = {Unified Pose Sequence Modeling},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n Program slicing of Java programs.\n \n \n \n\n\n \n Galindo, C.; Pérez, S.; and Silva, J.\n\n\n \n\n\n\n Journal of Logical and Algebraic Methods in Programming, 2023(1). October 2023.\n \n\n\n\n
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@article{GalindoPS23,\n author = {Galindo, Carlos and Pérez, Sergio and Silva, Josep},\n doi = {https://doi.org/10.1016/j.jlamp.2022.100826},\n journal = {Journal of Logical and Algebraic Methods in Programming},\n keywords = {WP3},\n month = {October},\n number = {1},\n publisher = {Elsevier},\n title = {Program slicing of Java programs},\n volume = {2023},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n Regularization in Probabilistic Inductive Logic Programming.\n \n \n \n\n\n \n Gentili, E.; Bizzarri, A.; Azzolini, D.; Zese, R.; and Riguzzi, F.\n\n\n \n\n\n\n In ILP, of Lecture Notes in Artificial Intelligence, 2023. Springer\n To appear\n\n\n\n
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@inproceedings{GenBizAzz23-ILP-IC,\n author = {Gentili, Elisabetta and Bizzarri, Alice and Azzolini, Damiano and Zese, Riccardo and Riguzzi, Fabrizio},\n booktitle = {{ILP}},\n keywords = {WP4},\n note = {To appear},\n publisher = {Springer},\n series = {Lecture Notes in Artificial Intelligence},\n title = {Regularization in Probabilistic Inductive Logic Programming},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n \n Fleet planning under demand and fuel price uncertainty using actor–critic reinforcement learning.\n \n \n \n \n\n\n \n Geursen, I. L.; Santos, B. F.; and Yorke-Smith, N.\n\n\n \n\n\n\n Journal of Air Transport Management, 109: 102397. 2023.\n \n\n\n\n
\n\n\n\n \n \n \"FleetPaper\n  \n \n \n \"Fleet paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n\n\n\n
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@article{Geursen2023:planning,\n author = {Izaak L. Geursen and Bruno F. Santos and Neil Yorke-Smith},\n journal = {Journal of Air Transport Management},\n keywords = {WP4,A-level},\n pages = {102397},\n publisher = {Elsevier},\n title = {Fleet planning under demand and fuel price uncertainty using actor–critic reinforcement learning},\n url = {https://starlab.ewi.tudelft.nl/papers/j42.pdf},\n url_paper = {https://starlab.ewi.tudelft.nl/papers/j42.pdf},\n volume = {109},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n \n Quality of word and concept embeddings in targetted biomedical domains.\n \n \n \n \n\n\n \n Giancani, S.; Albertoni, R.; and Catalano, C. E.\n\n\n \n\n\n\n Heliyon, 9(6). June 2023.\n Publisher: Elsevier\n\n\n\n
\n\n\n\n \n \n \"QualityPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n  \n \n abstract \n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@article{giancani_quality_2023,\n abstract = {Embeddings are fundamental resources often reused for building intelligent systems in the biomedical context. As a result, evaluating the quality of previously trained embeddings and ensuring they cover the desired information is critical for the success of applications. This paper proposes a new evaluation methodology to test the coverage of embeddings against a targetted domain of interest. It defines measures to assess the terminology, similarity, and analogy coverage, which are core aspects of the embeddings. Then, it discusses the experimentation carried out on existing biomedical embeddings in the specific context of pulmonary diseases. The proposed methodology and measures are general and may be applied to any application domain.},\n annote = {doi: 10.1016/j.heliyon.2023.e16818},\n author = {Giancani, Salvatore and Albertoni, Riccardo and Catalano, Chiara Eva},\n doi = {10.1016/j.heliyon.2023.e16818},\n issn = {2405-8440},\n journal = {Heliyon},\n keywords = {WP3},\n month = {June},\n note = {Publisher: Elsevier},\n number = {6},\n title = {Quality of word and concept embeddings in targetted biomedical domains},\n url = {https://doi.org/10.1016/j.heliyon.2023.e16818},\n urldate = {2023-09-06},\n volume = {9},\n year = {2023}\n}\n\n
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\n Embeddings are fundamental resources often reused for building intelligent systems in the biomedical context. As a result, evaluating the quality of previously trained embeddings and ensuring they cover the desired information is critical for the success of applications. This paper proposes a new evaluation methodology to test the coverage of embeddings against a targetted domain of interest. It defines measures to assess the terminology, similarity, and analogy coverage, which are core aspects of the embeddings. Then, it discusses the experimentation carried out on existing biomedical embeddings in the specific context of pulmonary diseases. The proposed methodology and measures are general and may be applied to any application domain.\n
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\n \n\n \n \n \n \n \n DiffPose: Toward More Reliable 3D Pose Estimation.\n \n \n \n\n\n \n Gong, J.; Foo, L. G.; Fan, Z.; Ke, Q.; Rahmani, H.; and Liu, J.\n\n\n \n\n\n\n In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), June 2023. \n \n\n\n\n
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@inproceedings{gong2023diffpose,\n author = {Gong, Jia and Foo, Lin Geng and Fan, Zhipeng and Ke, Qiuhong and Rahmani, Hossein and Liu, Jun},\n booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},\n keywords = {WP4,A-level,Outside-Europe},\n month = {June},\n title = {DiffPose: Toward More Reliable 3D Pose Estimation},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n \n Revising Typical Beliefs: One Revision to Rule Them All.\n \n \n \n \n\n\n \n Heyninck, J.; Casini, G.; Meyer, T.; and Straccia, U.\n\n\n \n\n\n\n In Proceedings of the 20th International Conference on Principles of Knowledge Representation and Reasoning, KR-2023, pages 355–364, 8 2023. \n \n\n\n\n
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@inproceedings{Heyninck23,\n author = {Heyninck, Jesse and Casini, Giovanni and Meyer, Thomas and Straccia, Umberto},\n booktitle = {{Proceedings of the 20th International Conference on Principles of Knowledge Representation and Reasoning, KR-2023}},\n doi = {10.24963/kr.2023/35},\n keywords = {WP3,WP4,A-level,Outside-Europe},\n month = {8},\n pages = {355--364},\n title = {{Revising Typical Beliefs: One Revision to Rule Them All}},\n url = {https://doi.org/10.24963/kr.2023/35},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n Sensitivity Analysis for Saturated Post-hoc Optimization in Classical Planning.\n \n \n \n\n\n \n Höft, P.; Speck, D.; and Seipp, J.\n\n\n \n\n\n\n In ECAI, 2023. IOS Press\n \n\n\n\n
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@inproceedings{hoeft-et-al-ecai2023,\n author = {Paul H{\\"o}ft and David Speck and Jendrik Seipp},\n booktitle = {ECAI},\n keywords = {WP5,A-level},\n publisher = {IOS Press},\n title = {Sensitivity Analysis for Saturated Post-hoc Optimization in\nClassical Planning},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n \n On Partial Satisfaction Planning with Total-Order HTNs.\n \n \n \n \n\n\n \n Behnke, G.; Speck, D.; Katz, M.; and Sohrabi, S.\n\n\n \n\n\n\n In ICAPS, pages 42–51, 2023. \n \n\n\n\n
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@inproceedings{icaps2023bsks,\n author = {Gregor Behnke and David Speck and Michael Katz and Shirin Sohrabi},\n booktitle = {ICAPS},\n keywords = {WP5,A-level},\n pages = {42--51},\n title = {On Partial Satisfaction Planning with Total-Order HTNs},\n url_paper = {https://rlplab.com/papers/behnke-et-al-icaps2023.pdf},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n \n Finding Matrix Multiplication Algorithms with Classical Planning.\n \n \n \n \n\n\n \n Speck, D.; Höft, P.; Gnad, D.; and Seipp, J.\n\n\n \n\n\n\n In ICAPS, pages 411–416, 2023. \n \n\n\n\n
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@inproceedings{icaps2023shgs,\n author = {David Speck and Paul H{\\"o}ft and Daniel Gnad and Jendrik Seipp},\n booktitle = {ICAPS},\n keywords = {WP5,A-level},\n pages = {411--416},\n title = {Finding Matrix Multiplication Algorithms with Classical Planning},\n url_paper = {https://rlplab.com/papers/speck-et-al-icaps2023.pdf},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n Towards ILP-based LTLf passive learning.\n \n \n \n\n\n \n Ielo, A.; Law, M.; Fionda, V.; Ricca, F.; De Giacomo, G.; and Russo, A.\n\n\n \n\n\n\n . 2023.\n \n\n\n\n
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@article{ilp23ilfrdr,\n author = {Ielo, Antonio and Law, Mark and Fionda, Valeria and Ricca, Francesco and De Giacomo, Giuseppe and Russo, Alessandra},\n booktitle = {32nd International Conference on Inductive Logic Programming ILP2023},\n keywords = {WP5},\n title = {Towards ILP-based LTLf passive learning},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n \n EVALUATION OF MODERN HERITAGE ASSETS IN POZNAN USING MONOTONIC DECISION RULES.\n \n \n \n \n\n\n \n Rumież, A.; Szeląg, M.; Świt-Jankowska, B.; and Marciniak, P.\n\n\n \n\n\n\n The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, XLVIII-M-2-2023: 1373–1378. 2023.\n \n\n\n\n
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@article{isprs-archives-XLVIII-M-2-2023-1373-2023,\n author = {Rumie{\\.z}, A. and Szel\\k{a}g, M. and \\'Swit-Jankowska, B. and\nMarciniak, P.},\n doi = {10.5194/isprs-archives-XLVIII-M-2-2023-1373-2023},\n journal = {The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences},\n keywords = {WP3},\n pages = {1373--1378},\n title = {EVALUATION OF MODERN HERITAGE ASSETS IN POZNAN USING MONOTONIC DECISION RULES},\n url_paper = {https://isprs-archives.copernicus.org/articles/XLVIII-M-2-2023/1373/2023/},\n volume = {XLVIII-M-2-2023},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n Cartesian Abstractions and Saturated Cost Partitioning in Probabilistic Planning.\n \n \n \n\n\n \n Klößner, T.; Seipp, J.; and Steinmetz, M.\n\n\n \n\n\n\n In Proceedings of the 26th European Conference on Artificial Intelligence (ECAI 2023), 2023. \n \n\n\n\n
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@inproceedings{kloessner-et-al-ecai2023,\n author = {Thorsten Kl{\\"o}{\\ss}ner and Jendrik Seipp and Marcel Steinmetz},\n booktitle = {Proceedings of the 26th {European} Conference on {Artificial}\n{Intelligence} ({ECAI} 2023)},\n keywords = {WP5,A-level},\n title = {{Cartesian} Abstractions and Saturated Cost Partitioning in\nProbabilistic Planning},\n year = {2023}\n}\n\n
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@article{KLOSKA2023120030,\n author = {Matej Kloska and Gabriela Grmanova and Viera Rozinajova},\n doi = {https://doi.org/10.1016/j.eswa.2023.120030},\n issn = {0957-4174},\n journal = {Expert Systems with Applications},\n keywords = {WP6},\n pages = {120030},\n title = {Expert enhanced dynamic time warping based anomaly detection},\n url = {https://www.sciencedirect.com/science/article/pii/S0957417423005328},\n volume = {225},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n Critically Assessing the State of the Art in CPU-based Local Robustness Verification.\n \n \n \n\n\n \n König, M.; Bosman, A. W; Hoos, H. H; and van Rijn, J. N\n\n\n \n\n\n\n In Proceedings of the Workshop on Artificial Intelligence Safety 2023 (SafeAI 2023) co-located with the Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI2023), 2023. \n \n\n\n\n
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@inproceedings{KonEtAl23,\n author = {König, Matthias and Bosman, Annelot W and Hoos, Holger H and van Rijn, Jan N},\n booktitle = {Proceedings of the Workshop on Artificial Intelligence Safety 2023 (SafeAI 2023) co-located with the Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI2023)},\n tags = {Neural Networks, Robustness Verification, Benchmarking, Algorithm Portfolios},\n title = {Critically Assessing the State of the Art in CPU-based Local Robustness Verification},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n PS-AAS: Portfolio Selection for Automated Algorithm Selection in Black-Box Optimization.\n \n \n \n\n\n \n Kostovska, A.; Cenikj, G.; Vermetten, D.; Jankovic, A.; Nikolikj, A.; Skvorc, U.; Korosec, P.; Doerr, C.; and Eftimov, T.\n\n\n \n\n\n\n In AutoML Conference 2023, 2023. \n \n\n\n\n
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@inproceedings{kostovska2023ps,\n author = {Ana Kostovska and\nGjorgjina Cenikj and \nDiederick Vermetten and \nAnja Jankovic and \nAna Nikolikj and \nUrban Skvorc and \nPeter Korosec and \nCarola Doerr and \nTome Eftimov},\n booktitle = {AutoML Conference 2023},\n keywords = {WP7},\n title = {PS-AAS: Portfolio Selection for Automated Algorithm Selection in Black-Box Optimization},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n \n Value Inference in Sociotechnical Systems.\n \n \n \n \n\n\n \n Liscio, E.; Lera-Leri, R.; Bistaffa, F.; Dobbe, R. I. J.; Jonker, C. M.; Lopez-Sanchez, M.; Rodriguez-Aguilar, J. A.; and Murukannaiah, P. K.\n\n\n \n\n\n\n In Proceedings of the 22nd International Conference of Autonomous Agents and MultiAgent Systems, of AAMAS '23, pages 1774–1780, 2023. IFAAMAS\n \n\n\n\n
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@inproceedings{Liscio23,\n author = {Enrico Liscio and Roger Lera{-}Leri and Filippo Bistaffa and Roel I. J. Dobbe and Catholijn M. Jonker and Maite Lopez{-}Sanchez and Juan A. Rodriguez{-}Aguilar and Pradeep K. Murukannaiah},\n booktitle = {Proceedings of the 22nd International Conference of Autonomous Agents and MultiAgent Systems},\n keywords = {WP3,WP6,2+TAILOR-Partners,A-level},\n pages = {1774--1780},\n publisher = {{IFAAMAS}},\n series = {AAMAS '23},\n title = {Value Inference in Sociotechnical Systems},\n url_paper = {https://www.ifaamas.org/Proceedings/aamas2023/pdfs/p1774.pdf},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n \n Improving trust and confidence in medical skin lesion diagnosis through explainable deep learning.\n \n \n \n \n\n\n \n Metta, C.; Beretta, A.; Guidotti, R.; Yin, Y.; Gallinari, P.; Rinzivillo, S.; and Giannotti, F.\n\n\n \n\n\n\n International Journal of Data Science and Analytics. 2023.\n \n\n\n\n
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@article{Metta2023,\n author = {Carlo Metta and Andrea Beretta and Riccardo Guidotti and Yuan Yin and Patrick Gallinari and Salvatore Rinzivillo and Fosca Giannotti},\n doi = {10.1007/s41060-023-00401-z},\n issn = {2364-4168},\n journal = {International Journal of Data Science and Analytics},\n keywords = {WP3,2+TAILOR-Partners},\n title = {Improving trust and confidence in medical skin lesion diagnosis through explainable deep learning},\n url = {https://doi.org/10.1007/s41060-023-00401-z},\n url_paper = {https://link.springer.com/content/pdf/10.1007/s41060-023-00401-z.pdf},\n year = {2023}\n}\n\n
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@article{Montes2023a,\n author = {Nieves Montes and Michael Luck and Nardine Osman and Odinaldo Rodrigues and Carles Sierra},\n doi = {10.1007/s10458-023-09613-w},\n journal = {Autonomous Agents and Multi-Agent Systems},\n keywords = {WP6},\n number = {2},\n publisher = {Springer Science and Business Media {LLC}},\n title = {Combining theory of mind and abductive reasoning in agent-oriented programming},\n volume = {37},\n year = {2023}\n}\n\n
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@inproceedings{pmlr-v213-massidda23a,\n author = {Massidda, Riccardo and Geiger, Atticus and Icard, Thomas and Bacciu, Davide},\n booktitle = {Proceedings of the Second Conference on Causal Learning and Reasoning},\n keywords = {WP4,Outside-Europe},\n month = {11--14 Apr},\n pages = {68--87},\n publisher = {PMLR},\n series = {Proceedings of Machine Learning Research},\n title = {Causal Abstraction with Soft Interventions},\n url_paper = {https://proceedings.mlr.press/v213/massidda23a/massidda23a.pdf},\n volume = {213},\n year = {2023}\n}\n\n
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@inproceedings{pp-rai-2023-176,\n author = {Marcin Szeląg and Roman Słowiński},\n booktitle = {Progress in Polish Artificial Intelligence Research 4},\n isbn = {978-83-66741-92-8},\n keywords = {WP3},\n pages = {287-292},\n publisher = {Wydawnictwo Politechniki Łódzkiej},\n title = {Customer churn analytics using monotonic rules},\n url = { http://repozytorium.p.lodz.pl/handle/11652/4822 },\n url_paper = { http://repozytorium.p.lodz.pl/handle/11652/4822 },\n year = {2023}\n}\n\n
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@inproceedings{salerno-et-al-kr2023,\n author = {Mauricio Salerno and Raquel Fuentetaja and Jendrik Seipp},\n booktitle = {Proceedings of the Twentieth International Conference on Principles of\nKnowledge Representation and Reasoning (KR 2023)},\n keywords = {WP5,A-level},\n title = {Eliminating Redundant Actions from Plans using Classical Planning},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n \n Using Models Based on Cognitive Theory to Predict Human Behavior in Traffic: A Case Study.\n \n \n \n \n\n\n \n Schumann, J. F. A. S.; Aravinda Ramakrishnan AND Kober, J. A. M.; and Gustav AND Zgonnikov, A.\n\n\n \n\n\n\n In IEEE 26\\textsuperscriptth International Conference on Intelligent Transportation Systems (ITSC), 2023. \n \n\n\n\n
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@inproceedings{Schumann2023ITSC,\n author = {Schumann, Julian F. AND Srinivasan, Aravinda Ramakrishnan AND Kober, Jens AND Markkula, Gustav AND Zgonnikov, Arkady},\n booktitle = {IEEE 26\\textsuperscript{th} International Conference on Intelligent Transportation Systems (ITSC)},\n keywords = {WP3},\n title = {Using Models Based on Cognitive Theory to Predict Human Behavior in Traffic: A Case Study},\n url_paper = { https://arxiv.org/pdf/2305.15187.pdf},\n year = {2023}\n}\n\n
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@article{semanticweb2023ap,\n author = {Dariusz Max Adamski and Jedrzej Potoniec},\n issn = {2210-4968},\n journal = {Semantic Web},\n keywords = {WP4},\n title = {Reason-able Embeddings: Learning Concept Embeddings with a Transferable Neural Reasoner},\n url_paper = {https://www.semantic-web-journal.net/system/files/swj3355.pdf},\n volume = {in print},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n \n Differentially private speaker anonymization.\n \n \n \n \n\n\n \n Shamsabadi, A. S.; Srivastava, B. M. L.; Bellet, A.; Vauquier, N.; Vincent, E.; Maouche, M.; Tommasi, M.; and Papernot, N.\n\n\n \n\n\n\n Proceedings on Privacy Enhancing Technologies, 2023(1). January 2023.\n \n\n\n\n
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@article{shamsabadi:hal-03588932,\n author = {Shamsabadi, Ali Shahin and Srivastava, Brij Mohan Lal and Bellet, Aur{\\'e}lien and Vauquier, Nathalie and Vincent, Emmanuel and Maouche, Mohamed and Tommasi, Marc and Papernot, Nicolas},\n journal = {Proceedings on Privacy Enhancing Technologies},\n keywords = {WP3,Outside-Europe,A-level},\n month = {January},\n number = {1},\n publisher = {De Gruyter Open},\n title = {Differentially private speaker anonymization},\n url_paper = {https://arxiv.org/pdf/2202.11823.pdf},\n volume = {2023},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n \n Classifier calibration: a survey on how to assess and improve predicted class probabilities.\n \n \n \n \n\n\n \n Silva Filho, T.; Song, H.; Perello-Nieto, M.; Santos-Rodriguez, R.; Kull, M.; and Flach, P.\n\n\n \n\n\n\n Machine Learning, 112: 3211–3260. 2023.\n \n\n\n\n
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@article{Silva_Filho2023,\n author = {Silva Filho, Telmo and Song, Hao and Perello-Nieto, Miquel and Santos-Rodriguez, Raul and Kull, Meelis and Flach, Peter},\n copyright = {All rights reserved},\n doi = {10.1007/s10994-023-06336-7},\n issn = {1573-0565},\n journal = {Machine Learning},\n keywords = {WP3},\n pages = {3211--3260},\n title = {Classifier calibration: a survey on how to assess and improve predicted class probabilities},\n url = {https://doi.org/10.1007/s10994-023-06336-7},\n url_paper = {https://doi.org/10.1007/s10994-023-06336-7},\n volume = {112},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n \n Maintenance Commitments: Conception, Semantics, and Coherence.\n \n \n \n \n\n\n \n Telang, P.; Singh, M. P.; and Yorke-Smith, N.\n\n\n \n\n\n\n Artificial Intelligence, 324: 103993. 2023.\n \n\n\n\n
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@article{Telang2023:maintenance,\n author = {Pankaj Telang and Munindar P. Singh and Neil Yorke-Smith},\n journal = {Artificial Intelligence},\n keywords = {WP6,Outside-Europe,A-level},\n pages = {103993},\n publisher = {Elsevier},\n title = {Maintenance Commitments: Conception, Semantics, and Coherence},\n url = {https://starlab.ewi.tudelft.nl/papers/j43.pdf},\n volume = {324},\n year = {2023}\n}\n\n
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@article{Thorbjarnarson2023:optimal,\n author = {Thorbjarnarson, T. and Yorke-Smith, N.},\n doi = {https://doi.org/10.1371/journal.pone.0261029},\n journal = {PLoS ONE},\n keywords = {WP4},\n number = {2},\n pages = {e0261029},\n title = {Optimal training of integer-valued neural networks with mixed integer programming},\n url_paper = {https://starlab.ewi.tudelft.nl/papers/j41.pdf},\n volume = {18},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n \n Resource Sharing Through Multi-Round Matchings.\n \n \n \n \n\n\n \n Trabelsi, Y.; Adiga, A.; Kraus, S.; Ravi, S.; and Rosenkrantz, D. J\n\n\n \n\n\n\n In Proceedings of the AAAI Conference on Artificial Intelligence, volume 37, pages 11681–11690, 2023. \n \n\n\n\n
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@inproceedings{trabelsi2023resource,\n author = {Trabelsi, Yohai and Adiga, Abhijin and Kraus, Sarit and Ravi, SS and Rosenkrantz, Daniel J},\n booktitle = {Proceedings of the AAAI Conference on Artificial Intelligence},\n keywords = {WP6},\n number = {10},\n pages = {11681--11690},\n title = {Resource Sharing Through Multi-Round Matchings},\n url = {https://arxiv.org/abs/2211.17199},\n volume = {37},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n Embedding a Long Short-Term Memory Network in a Constraint Programming Framework for Tomato Greenhouse Optimisation.\n \n \n \n\n\n \n van Bokkem, D.; van den Hemel, M.; Dumančić, S.; and Yorke-Smith, N.\n\n\n \n\n\n\n In Proceedings of the 35th International Conference on Innovative Applications of Artificial Intelligence (IAAI'23), Washington, DC, USA, February 2023. \n \n\n\n\n
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@inproceedings{vanBokkem23:lstm,\n address = {Washington, DC, USA},\n author = {van Bokkem, D. and van den Hemel, M. and Dumančić, S. and Yorke-Smith, N.},\n booktitle = {Proceedings of the 35th International Conference on Innovative Applications of Artificial Intelligence ({IAAI}'23)},\n keywords = {WP4,A-level},\n month = {February},\n title = {Embedding a Long Short-Term Memory Network in a Constraint Programming Framework for Tomato Greenhouse Optimisation},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n \n Beyond Markovian RL: Efficient Offline RL in Regular Decision Processes.\n \n \n \n \n\n\n \n Cipollone, R.; Jonsson, A.; Ronca, A.; and Talebi, M. S.\n\n\n \n\n\n\n In European Workshop on Reinforcement Learning (EWRL), 2023. \n \n\n\n\n
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@inproceedings{workshop/ewrl/Cipollone23,\n author = {Roberto Cipollone and Anders Jonsson and Alessandro Ronca and Mohammad Sadegh Talebi},\n booktitle = {European Workshop on Reinforcement Learning (EWRL)},\n keywords = {WP5,2+TAILOR-Partners},\n title = {{Beyond Markovian RL: Efficient Offline RL in Regular Decision Processes}},\n url_paper = {https://openreview.net/pdf?id=fBaYBz8pUfk},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n \n Optimal Hierarchical Average-Reward Linearly-solvable Markov Decision Processes.\n \n \n \n \n\n\n \n Infante, G.; Jonsson, A.; and Gómez, V.\n\n\n \n\n\n\n In European Workshop on Reinforcement Learning (EWRL), 2023. \n \n\n\n\n
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@inproceedings{workshop/ewrl/Infante23,\n author = {Guillermo Infante and Anders Jonsson and Vicen\\c{c} G\\'omez},\n booktitle = {European Workshop on Reinforcement Learning (EWRL)},\n keywords = {WP5},\n title = {{Optimal Hierarchical Average-Reward Linearly-solvable Markov Decision Processes}},\n url_paper = {https://openreview.net/pdf?id=fgKZNFAKt5},\n year = {2023}\n}\n\n
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\n \n\n \n \n \n \n \n \n Consensus modeling with interactive utility and partial preorder of decision-makers, involving fairness and tolerant behavior.\n \n \n \n \n\n\n \n Zhao, Y.; Gong, Z.; Wei, G.; and Słowiński, R.\n\n\n \n\n\n\n Information Sciences, 638: 118933. 2023.\n \n\n\n\n
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@article{ZHAO2023118933,\n author = {Yizhao Zhao and Zaiwu Gong and Guo Wei and Roman Słowiński},\n doi = {https://doi.org/10.1016/j.ins.2023.118933},\n issn = {0020-0255},\n journal = {Information Sciences},\n keywords = {WP3},\n pages = {118933},\n title = {Consensus modeling with interactive utility and partial preorder of decision-makers, involving fairness and tolerant behavior},\n url = {https://www.sciencedirect.com/science/article/pii/S0020025523005029},\n volume = {638},\n year = {2023}\n}\n
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\n \n\n \n \n \n \n \n \n Explaining Deep Graph Networks via Input Perturbation.\n \n \n \n \n\n\n \n Bacciu, D.; and Numeroso, D.\n\n\n \n\n\n\n IEEE Transactions on Neural Networks and Learning Systems,1-12. 2022.\n \n\n\n\n
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@article{9761788,\n author = {Bacciu, Davide and Numeroso, Danilo},\n doi = {10.1109/TNNLS.2022.3165618},\n journal = {IEEE Transactions on Neural Networks and Learning Systems},\n keywords = {WP3,WP4},\n pages = {1-12},\n title = {Explaining Deep Graph Networks via Input Perturbation},\n url_paper = {https://drive.google.com/file/d/1iZtRbDOogonlDSUGJxSFjqATFtZ190D_/view},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n Human Action Recognition From Various Data Modalities: A Review.\n \n \n \n\n\n \n Sun, Z.; Ke, Q.; Rahmani, H.; Bennamoun, M.; Wang, G.; and Liu, J.\n\n\n \n\n\n\n IEEE Transactions on Pattern Analysis and Machine Intelligence,1-20. 2022.\n \n\n\n\n
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@article{9795869,\n author = {Sun, Zehua and Ke, Qiuhong and Rahmani, Hossein and Bennamoun, Mohammed and Wang, Gang and Liu, Jun},\n doi = {10.1109/TPAMI.2022.3183112},\n journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},\n keywords = {WP4},\n number = {},\n pages = {1-20},\n title = {Human Action Recognition From Various Data Modalities: A Review},\n volume = {},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Models and Solvers for Coverage Optimisation in Cellular Networks: Review and Analysis.\n \n \n \n \n\n\n \n Dahi, Z. A.; and Morell, J. Á.\n\n\n \n\n\n\n In 2022 IEEE 9th International Conference on Sciences of Electronics, Technologies of Information and Telecommunications (SETIT), pages 312-319, 2022. \n \n\n\n\n
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@inproceedings{9875463,\n author = {Dahi, Zakaria Abdelmoiz and Morell, José Ángel},\n booktitle = {2022 IEEE 9th International Conference on Sciences of Electronics, Technologies of Information and Telecommunications (SETIT)},\n doi = {10.1109/SETIT54465.2022.9875463},\n keywords = {WP7},\n number = {},\n pages = {312-319},\n title = {Models and Solvers for Coverage Optimisation in Cellular Networks: Review and Analysis},\n url_paper = {https://www.researchgate.net/publication/363421325_Models_and_Solvers_for_Coverage_Optimisation_in_Cellular_Networks_Review_and_Analysis},\n volume = {},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Counterexample-Driven Genetic Programming for Symbolic Regression with Formal Constraints.\n \n \n \n \n\n\n \n Błądek, I.; and Krawiec, K.\n\n\n \n\n\n\n IEEE Transactions on Evolutionary Computation, 26(6): 1-1. 2022.\n \n\n\n\n
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@article{9881536,\n author = {Błądek, Iwo and Krawiec, Krzysztof},\n doi = {10.1109/TEVC.2022.3205286},\n journal = {IEEE Transactions on Evolutionary Computation},\n keywords = {WP3,WP7},\n number = {6},\n pages = {1-1},\n title = {Counterexample-Driven Genetic Programming for Symbolic Regression with Formal Constraints},\n url = {https://ieeexplore.ieee.org/document/9881536},\n volume = {26},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n OPTION: OPTImization Algorithm Benchmarking ONtology.\n \n \n \n\n\n \n Kostovska, A.; Vermetten, D.; Doerr, C.; Džeroski, S.; Panov, P.; and Eftimov, T.\n\n\n \n\n\n\n IEEE Transactions on Evolutionary Computation,1-1. 2022.\n \n\n\n\n
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@article{10002940,\n author = {Kostovska, Ana and Vermetten, Diederick and Doerr, Carola and Džeroski, Sašo and Panče Panov and Eftimov, Tome},\n doi = {10.1109/TEVC.2022.3232844},\n journal = {IEEE Transactions on Evolutionary Computation},\n keywords = {WP7,A-level},\n number = {},\n pages = {1-1},\n title = {OPTION: OPTImization Algorithm Benchmarking ONtology},\n volume = {},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Optimising Communication Overhead in Federated Learning Using NSGA-II\", booktitle=\"Applications of Evolutionary Computation.\n \n \n \n \n\n\n \n Morell, J. Á.; Dahi, Z. A.; Chicano, F.; Luque, G.; and Alba, E.\n\n\n \n\n\n\n In Jiménez Laredo, J. L.; Hidalgo, J. I.; and Babaagba, K. O., editor(s), pages 317–333, Cham, 2022. Springer International Publishing\n \n\n\n\n
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@inproceedings{10.1007/978-3-031-02462-7_21,\n address = {Cham},\n author = {Morell, Jos{\\'e} {\\'A}ngel and Dahi, Zakaria Abdelmoiz\nand Chicano, Francisco and Luque, Gabriel and Alba, Enrique},\n editor = {Jim{\\'e}nez Laredo, Juan Luis\nand Hidalgo, J. Ignacio\nand Babaagba, Kehinde Oluwatoyin},\n isbn = {978-3-031-02462-7},\n keywords = {WP7},\n pages = {317--333},\n publisher = {Springer International Publishing},\n title = {Optimising Communication Overhead in Federated Learning Using NSGA-II",\nbooktitle="Applications of Evolutionary Computation},\n url_paper = {https://arxiv.org/pdf/2204.02183.pdf},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n A Machine Learning-Based Approach for Economics-Tailored Applications: The Spanish Case Study.\n \n \n \n \n\n\n \n Dahi, Z. A.; Luque, G.; and Alba, E.\n\n\n \n\n\n\n In Applications of Evolutionary Computation: 25th European Conference, EvoApplications 2022, Held as Part of EvoStar 2022, Madrid, Spain, April 20–22, 2022, Proceedings, pages 567–583, Berlin, Heidelberg, 2022. Springer-Verlag\n \n\n\n\n
\n\n\n\n \n \n \"APaper\n  \n \n \n \"A paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@inproceedings{10.1007/978-3-031-02462-7_36,\n address = {Berlin, Heidelberg},\n author = {Dahi, Zakaria Abdelmoiz and Luque, Gabriel and Alba, Enrique},\n booktitle = {Applications of Evolutionary Computation: 25th European Conference, EvoApplications 2022, Held as Part of EvoStar 2022, Madrid, Spain, April 20–22, 2022, Proceedings},\n doi = {10.1007/978-3-031-02462-7_36},\n isbn = {978-3-031-02461-0},\n keywords = {WP7},\n location = {Madrid, Spain},\n numpages = {17},\n pages = {567–583},\n publisher = {Springer-Verlag},\n title = {A Machine Learning-Based Approach for Economics-Tailored Applications: The Spanish Case Study},\n url = {https://doi.org/10.1007/978-3-031-02462-7_36},\n url_paper = {https://www.researchgate.net/publication/359968153_A_Machine_Learning-Based_Approach_for_Economics-Tailored_Applications_The_Spanish_Case_Study},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Dynamic Spatio-Temporal Specialization Learning For Fine-Grained Action Recognition.\n \n \n \n \n\n\n \n Li, T.; Foo, L. G.; Ke, Q.; Rahmani, H.; Wang, A.; Wang, J.; and Liu, J.\n\n\n \n\n\n\n In Computer Vision – ECCV 2022: 17th European Conference, Tel Aviv, Israel, October 23–27, 2022, Proceedings, Part IV, pages 386–403, Berlin, Heidelberg, 2022. Springer-Verlag\n \n\n\n\n
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@inproceedings{10.1007/978-3-031-19772-7_23,\n address = {Berlin, Heidelberg},\n author = {Li, Tianjiao and Foo, Lin Geng and Ke, Qiuhong and Rahmani, Hossein and Wang, Anran and Wang, Jinghua and Liu, Jun},\n booktitle = {Computer Vision – ECCV 2022: 17th European Conference, Tel Aviv, Israel, October 23–27, 2022, Proceedings, Part IV},\n doi = {10.1007/978-3-031-19772-7_23},\n isbn = {978-3-031-19771-0},\n keywords = {WP4,A-level,Outside-Europe},\n location = {Tel Aviv, Israel},\n pages = {386–403},\n publisher = {Springer-Verlag},\n title = {Dynamic Spatio-Temporal Specialization Learning For Fine-Grained Action Recognition},\n url = {https://doi.org/10.1007/978-3-031-19772-7_23},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Genetic Algorithm for Qubits Initialisation in Noisy Intermediate-Scale Quantum Machines: The IBM Case Study.\n \n \n \n \n\n\n \n Dahi, Z. A.; Chicano, F.; Luque, G.; and Alba, E.\n\n\n \n\n\n\n In Proceedings of the Genetic and Evolutionary Computation Conference, of GECCO '22, pages 1164–1172, New York, NY, USA, 2022. Association for Computing Machinery\n \n\n\n\n
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@inproceedings{10.1145/3512290.3528830,\n address = {New York, NY, USA},\n author = {Dahi, Zakaria Abdelmoiz and Chicano, Francisco and Luque, Gabriel and Alba, Enrique},\n booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference},\n doi = {10.1145/3512290.3528830},\n isbn = {9781450392372},\n keywords = {WP7},\n location = {Boston, Massachusetts},\n numpages = {9},\n pages = {1164–1172},\n publisher = {Association for Computing Machinery},\n series = {GECCO '22},\n title = {Genetic Algorithm for Qubits Initialisation in Noisy Intermediate-Scale Quantum Machines: The IBM Case Study},\n url = {https://doi.org/10.1145/3512290.3528830},\n url_paper = {https://www.researchgate.net/publication/362283402_Genetic_algorithm_for_qubits_initialisation_in_noisy_intermediate-scale_quantum_machines_the_IBM_case_study},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Hybridization of Evolutionary Operators with Elitist Iterated Racing for the Simulation Optimization of Traffic Lights Programs.\n \n \n \n \n\n\n \n Cintrano, C.; Ferrer, J.; López-Ibáñez, M.; and Alba, E.\n\n\n \n\n\n\n Evolutionary Computation,1-21. 08 2022.\n \n\n\n\n
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@article{10.1162/evco_a_00314,\n author = {Cintrano, Christian and Ferrer, Javier and López-Ibáñez, Manuel and Alba, Enrique},\n doi = {10.1162/evco_a_00314},\n eprint = {https://direct.mit.edu/evco/article-pdf/doi/10.1162/evco\\_a\\_00314/2038225/evco\\_a\\_00314.pdf},\n issn = {1063-6560},\n journal = {Evolutionary Computation},\n keywords = {WP7},\n month = {08},\n pages = {1-21},\n title = {Hybridization of Evolutionary Operators with Elitist Iterated Racing for the Simulation Optimization of Traffic Lights Programs},\n url = {https://hdl.handle.net/10630/27532},\n url_paper = {https://www.researchgate.net/publication/362589199_Hybridization_of_Evolutionary_Operators_with_Elitist_Iterated_Racing_for_the_Simulation_Optimization_of_Traffic_Lights_Programs},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n GradAuto: energy-oriented attack on dynamic neural networks.\n \n \n \n\n\n \n Pan, J.; Zheng, Q.; Fan, Z.; Rahmani, H.; Ke, Q.; and Liu, J.\n\n\n \n\n\n\n In ECCV 2022, 2022. European Computer Vision Association\n \n\n\n\n
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@inproceedings{3976c858729444e9900d82ca89f84ec7,\n author = {Jianhong Pan and Qichen Zheng and Zhipeng Fan and Hossein Rahmani and Qiuhong Ke and Jun Liu},\n booktitle = {ECCV 2022},\n keywords = {WP3,A-level,Outside-Europe},\n language = {English},\n publisher = {European Computer Vision Association},\n title = {GradAuto: energy-oriented attack on dynamic neural networks},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Delegation to artificial agents fosters prosocial behaviors in the collective risk dilemma.\n \n \n \n \n\n\n \n Fernández Domingos, E.; Terrucha, I.; Suchon, R.; Grujić, J.; Burguillo, J.; and Lenaerts, T.\n\n\n \n\n\n\n Scientific Reports, 12(1). 2022.\n \n\n\n\n
\n\n\n\n \n \n \"Delegation paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@article{48c3dad3ce664e78844d7e39a48d059f,\n author = {Fern{\\'a}ndez Domingos, Elias and In{\\^e}s Terrucha and R{\\'e}mi Suchon and Jelena Gruji{\\'c} and Burguillo, {Juan C} and Tom Lenaerts},\n issn = {2045-2322},\n journal = {Scientific Reports},\n keywords = {WP6},\n number = {1},\n publisher = {Nature Publishing Group},\n title = {Delegation to artificial agents fosters prosocial behaviors in the collective risk dilemma},\n url_paper = {https://www.nature.com/articles/s41598-022-11518-9},\n volume = {12},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Fast deliberation is related to unconditional behaviour in iterated Prisoners\\textquoteright Dilemma experiments.\n \n \n \n \n\n\n \n Montero-Porras, E.; Lenaerts, T.; Gallotti, R.; and Grujic, J.\n\n\n \n\n\n\n Scientific Reports, 12(1). 2022.\n \n\n\n\n
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@article{4b5455a39d5d417b84bf77c416ea5220,\n author = {Eladio Montero-Porras and Tom Lenaerts and Riccardo Gallotti and Jelena Grujic},\n issn = {2045-2322},\n journal = {Scientific Reports},\n keywords = {WP6},\n number = {1},\n publisher = {Nature Publishing Group},\n title = {Fast deliberation is related to unconditional behaviour in iterated Prisoners{\\textquoteright} Dilemma experiments},\n url_paper = {https://www.nature.com/articles/s41598-022-24849-4},\n volume = {12},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Artificial intelligence development races in heterogeneous settings.\n \n \n \n \n\n\n \n Cimpeanu, T.; Santos, F.; Pereira, L.; Lenaerts, T.; and Han, T.\n\n\n \n\n\n\n Scientific Reports, 12(1). 2022.\n \n\n\n\n
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@article{579eceb35de3495a88067d5ef7d69bfe,\n author = {Theodor Cimpeanu and Santos, {Francisco C} and Pereira, {Lu{\\'i}s Moniz} and Tom Lenaerts and Han, {The Anh}},\n issn = {2045-2322},\n journal = {Scientific Reports},\n keywords = {WP6},\n number = {1},\n publisher = {Nature Publishing Group},\n title = {Artificial intelligence development races in heterogeneous settings},\n url_paper = {https://www.nature.com/articles/s41598-022-05729-3},\n volume = {12},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n The FF Heuristic for Lifted Classical Planning.\n \n \n \n \n\n\n \n Corrêa, A. B.; Pommerening, F.; Helmert, M.; and Francès, G.\n\n\n \n\n\n\n In AAAI, pages 9716–9723, 2022. \n \n\n\n\n
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@inproceedings{aaai2022cphf,\n author = {Augusto B. Corr{\\^e}a and Florian Pommerening and Malte Helmert and Guillem Franc{\\`e}s},\n booktitle = {AAAI},\n keywords = {WP5,2+TAILOR-Partners,A-level},\n pages = {9716--9723},\n title = {The {FF} Heuristic for Lifted Classical Planning},\n url_paper = {https://ai.dmi.unibas.ch/papers/correa-et-al-aaai2022.pdf},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Machine Learning for Utility Prediction in Argument-Based Computational Persuasion.\n \n \n \n \n\n\n \n Donadello, I.; Hunter, A.; Teso, S.; and Dragoni, M.\n\n\n \n\n\n\n In AAAI, 2022. AAAI Press\n To appear\n\n\n\n
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@inproceedings{aaai2022dhtd,\n author = {Ivan Donadello and Anthony Hunter and Stefano Teso and Mauro Dragoni},\n booktitle = {{AAAI}},\n keywords = {WP4,A-level},\n note = {To appear},\n publisher = {{AAAI} Press},\n title = {Machine Learning for Utility Prediction in Argument-Based Computational Persuasion},\n url_paper = {https://arxiv.org/pdf/2112.04953},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Explainable Planner Selection for Classical Planning.\n \n \n \n \n\n\n \n Ferber, P.; and Seipp, J.\n\n\n \n\n\n\n In AAAI, pages 9741–9749, 2022. AAAI Press\n \n\n\n\n
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@inproceedings{aaai2022fs,\n author = {Patrick Ferber and Jendrik Seipp},\n booktitle = {{AAAI}},\n keywords = {WP5,A-level},\n pages = {9741--9749},\n publisher = {{AAAI} Press},\n title = {Explainable Planner Selection for Classical Planning},\n url_code = {https://zenodo.org/record/5767692},\n url_paper = {https://ai.dmi.unibas.ch/papers/ferber-seipp-aaai2022.pdf},\n url_poster = {https://ai.dmi.unibas.ch/papers/ferber-seipp-aaai2022-poster.pdf},\n url_slides = {https://ai.dmi.unibas.ch/papers/ferber-seipp-aaai2022-slides.pdf},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n REMOTE: Reinforced Motion Transformation Network for Semi-Supervised 2D Pose Estimation in Videos.\n \n \n \n \n\n\n \n Ma, X.; Rahmani, H.; Fan, Z.; Yang, B.; Chen, J.; and Liu, J.\n\n\n \n\n\n\n In AAAI, 2022. \n \n\n\n\n
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@inproceedings{aaai2022hr,\n author = {Xianzheng Ma and Hossein Rahmani and Zhipeng Fan and Bin Yang and Jun Chen and Jun Liu},\n booktitle = {{AAAI}},\n keywords = {WP4,A-level,Outside-Europe},\n title = {REMOTE: Reinforced Motion Transformation Network for Semi-Supervised 2D Pose Estimation in Videos},\n url_paper = {https://www.aaai.org/AAAI22Papers/AAAI-5513.XianzhengM.pdf},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n GEQCA: Generic Qualitative Constraint Acquisition.\n \n \n \n \n\n\n \n Belaid, M.; Belmecheri, N.; Gotlieb, A.; Lazaar, N.; and Spieker, H.\n\n\n \n\n\n\n In AAAI, 2022. \n \n\n\n\n
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@inproceedings{AAAI22bbgls,\n author = {Mohamed{-}Bachir Belaid and\nNassim Belmecheri and\nArnaud Gotlieb and\nNadjib Lazaar and\nHelge Spieker},\n booktitle = {{AAAI}},\n keywords = {WP5,WP4,A-level},\n title = {{GEQCA:} Generic Qualitative Constraint Acquisition},\n url_paper = {https://ojs.aaai.org/index.php/AAAI/article/view/20282},\n year = {2022}\n}\n\n
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@article{aaaiw2022tv,\n author = {Teso, Stefano and Vergari, Antonio},\n journal = {The AAAI-22 Workshop on Interactive Machine Learning},\n keywords = {WP4},\n title = {Efficient and Reliable Probabilistic Interactive Learning with Structured Outputs},\n year = {2022}\n}\n\n
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@article{aaaiw22bgpt,\n author = {Bontempelli, Andrea and Giunchiglia, Fausto and Passerini, Andrea and Teso, Stefano},\n journal = {The AAAI-22 Workshop on Interactive Machine Learning},\n keywords = {WP3},\n title = {Toward a Unified Framework for Debugging Gray-box Models},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n Situation Calculus for Controller Synthesis in Manufacturing Systems with First-Order State Representation.\n \n \n \n\n\n \n De Giacomo, G.; Felli, P.; Logan, B.; Patrizi, F.; and Sardiña, S.\n\n\n \n\n\n\n Artificial Intelligence. 2022.\n \n\n\n\n
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@article{aij2021dflps,\n author = {{De Giacomo}, Giuseppe and Felli, Paolo and Logan, Brian and Patrizi, Fabio and Sardi{\\~{n}}a, Sebastian},\n journal = {Artificial Intelligence},\n keywords = {WP5,A-level,2+TAILOR-Partners,Outside-Europe},\n title = {Situation Calculus for Controller Synthesis in Manufacturing Systems with First-Order State Representation},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Exact stochastic constraint optimisation with applications in network analysis.\n \n \n \n \n\n\n \n Latour, A. L. D.; Babaki, B.; Fokkinga, D.; Anastacio, M.; Hoos, H. H.; and Nijssen, S.\n\n\n \n\n\n\n Artif. Intell., 304: 103650. 2022.\n \n\n\n\n
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@article{aij2021lbfahn,\n author = {Anna L. D. Latour and\nBehrouz Babaki and\nDani{\\"{e}}l Fokkinga and\nMarie Anastacio and\nHolger H. Hoos and\nSiegfried Nijssen},\n journal = {Artif. Intell.},\n keywords = {WP7,A-level,Outside-Europe},\n pages = {103650},\n title = {Exact stochastic constraint optimisation with applications in network\nanalysis},\n url = {https://www.sciencedirect.com/science/article/pii/S0004370221002010},\n volume = {304},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n The Delay and Window Size Problems in Rule-Based Stream Reasoning.\n \n \n \n\n\n \n Ronca, A.; Kaminski, M.; Grau, B. C.; and Horrocks, I.\n\n\n \n\n\n\n Artificial Intelligence,103668. 2022.\n \n\n\n\n
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@article{aij2022rkch,\n author = {Alessandro Ronca and Mark Kaminski and Bernardo Cuenca Grau and Ian Horrocks},\n doi = {https://doi.org/10.1016/j.artint.2022.103668},\n issn = {0004-3702},\n journal = {Artificial Intelligence},\n keywords = {WP5,A-level},\n pages = {103668},\n title = {The Delay and Window Size Problems in Rule-Based Stream Reasoning},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n Automatic Synthesis of Dynamic Norms for Multi-Agent Systems.\n \n \n \n\n\n \n Alechina, N.; De Giacomo, G.; Logan, B.; and Perelli, G.\n\n\n \n\n\n\n In KR, 2022. \n \n\n\n\n
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@inproceedings{alechina:kr2022,\n author = {Natasha Alechina and Giuseppe {De Giacomo} and Brian Logan and Giuseppe Perelli},\n booktitle = {KR},\n keywords = {WP5,A-level},\n title = {Automatic Synthesis of Dynamic Norms for Multi-Agent Systems},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n An analogy based framework for patient-stay identification in healthcare.\n \n \n \n \n\n\n \n Alsaidi, S.; Couceiro, M.; Marquer, E.; Quennelle, S.; Burgun, A.; Garcelon, N.; and Coulet, A.\n\n\n \n\n\n\n In ATA@ICCBR 2022 - Workshop Analogies: from Theory to Applications, Nancy, France, 2022. \n \n\n\n\n
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@inproceedings{alsaidi:hal-03763772,\n address = {Nancy, France},\n author = {Alsaidi, Safa and Couceiro, Miguel and Marquer, Esteban and Quennelle, Sophie and Burgun, Anita and Garcelon, Nicolas and Coulet, Adrien},\n booktitle = {{ATA@ICCBR 2022 - Workshop Analogies: from Theory to Applications}},\n keywords = {WP3},\n title = {{An analogy based framework for patient-stay identification in healthcare}},\n url = {https://hal.inria.fr/hal-03763772},\n url_paper = {https://hal.inria.fr/hal-03763772/file/ICCBR_2022_Workshop_paper_76%20%281%29.pdf},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n MLLP-VRAIN Spanish ASR Systems for the Albayzin-RTVE 2020 Speech-To-Text Challenge: Extension.\n \n \n \n\n\n \n Baquero-Arnal, P.; Jorge, J.; Giménez, A.; Iranzo-Sánchez, J.; Pérez-González-de-Martos, A.; Garcés Díaz-Munío, G. V.; Silvestre-Cerdà, J. A.; Civera, J.; Sanchis, A.; and Juan, A.\n\n\n \n\n\n\n Applied Sciences, 12(2): 804. 2022.\n \n\n\n\n
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@article{applsci1505192,\n author = {Pau Baquero-Arnal and Javier Jorge and Adrià Giménez and Javier Iranzo-Sánchez and Alejandro Pérez-González-de-Martos and Garcés Díaz-Munío, Gonçal V. and Joan Albert Silvestre-Cerdà and Jorge Civera and Albert Sanchis and Alfons Juan},\n doi = {10.3390/app12020804},\n journal = {Applied Sciences},\n keywords = {WP7},\n number = {2},\n pages = {804},\n title = {MLLP-VRAIN Spanish ASR Systems for the Albayzin-RTVE 2020 Speech-To-Text Challenge: Extension},\n volume = {12},\n year = {2022}\n}\n\n
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@article{arxiv2022dff,\n author = {Giuseppe {De Giacomo} and\nMarco Favorito and\nFrancesco Fuggitti},\n journal = {CoRR},\n keywords = {WP5},\n title = {Planning for Temporally Extended Goals in Pure-Past Linear Temporal\nLogic: {A} Polynomial Reduction to Standard Planning},\n url_paper = {https://arxiv.org/pdf/2204.09960.pdf},\n volume = {abs/2204.09960},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Identifying Privacy Risks raised by Utility Queries.\n \n \n \n \n\n\n \n Asghar, H.; Bobineau, C.; and Rousset, M.\n\n\n \n\n\n\n In 23rd International conference on Web Information Systems Engineering (WISE 2022), Biarritz, France, October 2022. \n \n\n\n\n
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@inproceedings{asghar:hal-03833542,\n address = {Biarritz, France},\n author = {Asghar, Hira and Bobineau, Christophe and Rousset, Marie-Christine},\n booktitle = {{23rd International conference on Web Information Systems Engineering (WISE 2022)}},\n keywords = {WP3},\n month = {October},\n title = {{Identifying Privacy Risks raised by Utility Queries}},\n url = {https://hal.archives-ouvertes.fr/hal-03833542},\n url_paper = {https://hal.archives-ouvertes.fr/hal-03833542/file/PaperID-0263.pdf},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Drivers of partially automated vehicles are blamed for crashes that they cannot reasonably avoid.\n \n \n \n \n\n\n \n Beckers, N.; Cavalcante Siebert, L.; Bruijnes, M.; Jonker, C.; and Abbink, D.\n\n\n \n\n\n\n Nature Scientific Reports, 12(16193). 2022.\n \n\n\n\n
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@article{beckers2022,\n author = {Beckers, Niek and Cavalcante Siebert, Luciano and Bruijnes, Merijn and Jonker, Catholijn and Abbink, David},\n journal = {Nature Scientific Reports},\n keywords = {WP3,A-level},\n number = {16193},\n publisher = {Nature Publishing Group},\n title = {Drivers of partially automated vehicles are blamed for crashes that they cannot reasonably avoid},\n url_paper = {https://doi.org/10.1038/s41598-022-19876-0},\n volume = {12},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Dominance-Based Rough Set Approach: Basic Ideas and Main Trends.\n \n \n \n \n\n\n \n Błaszczyński, J.; Greco, S.; Matarazzo, B.; and Szeląg, M.\n\n\n \n\n\n\n In Intelligent Decision Support Systems: Combining Operations Research and Artificial Intelligence – Essays in Honor of Roman Słowiński, of Multiple Criteria Decision Making, Chapter 18, pages 353–382. Springer, Cham, 2022.\n \n\n\n\n
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@incollection{Bla_Gre_Mat_Sze_2022,\n address = {Cham},\n author = {B{\\l}aszczy{\\'{n}}ski, Jerzy and Greco, Salvatore and Matarazzo, Benedetto and Szel\\k{a}g, Marcin},\n booktitle = {{I}ntelligent {D}ecision {S}upport {S}ystems: Combining Operations Research and Artificial Intelligence – Essays in Honor of {R}oman {S}{\\l}owi{\\'{n}}ski},\n chapter = {Chapter 18},\n doi = {10.1007/978-3-030-96318-7_18},\n keywords = {WP3},\n pages = {353--382},\n publisher = {Springer},\n series = {{M}ultiple {C}riteria {D}ecision {M}aking},\n title = {{D}ominance-Based {R}ough {S}et {A}pproach: Basic Ideas and Main Trends},\n url_paper = {https://arxiv.org/abs/2210.03233},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Sparkle: Towards Accessible Meta-Algorithmics for Improving the State of the Art in Solving Challenging Problems.\n \n \n \n \n\n\n \n van der Blom, K.; Hoos, H. H.; Luo, C.; and Rook, J. G.\n\n\n \n\n\n\n IEEE Transactions on Evolutionary Computation. 2022.\n \n\n\n\n
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@article{BloEtAl22,\n author = {van der Blom, Koen\nand Hoos, Holger H.\nand Luo, Chuan\nand Rook, Jeroen G.},\n doi = {10.1109/TEVC.2022.3215013},\n journal = {IEEE Transactions on Evolutionary Computation},\n keywords = {WP7,Outside-Europe,A-level},\n publisher = {IEEE},\n title = {Sparkle: Towards Accessible Meta-Algorithmics for Improving the State of the Art in Solving Challenging Problems},\n url = {https://doi.org/10.1109/TEVC.2022.3215013},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n Automatic question generation based on sentence structure analysis using machine learning approach.\n \n \n \n\n\n \n Blsták, M.; and Rozinajová, V.\n\n\n \n\n\n\n Nat. Lang. Eng., 28(4): 487–517. 2022.\n \n\n\n\n
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@article{Blstak2022,\n author = {Miroslav Blst{\\'{a}}k and\nViera Rozinajov{\\'{a}}},\n journal = {Nat. Lang. Eng.},\n keywords = {WP6,A-level},\n number = {4},\n pages = {487--517},\n title = {Automatic question generation based on sentence structure analysis\nusing machine learning approach},\n volume = {28},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Toward policy explanations for multi-agent reinforcement learning.\n \n \n \n \n\n\n \n Boggess, K.; Kraus, S.; and Feng, L.\n\n\n \n\n\n\n . 2022.\n \n\n\n\n
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@article{boggess2022toward,\n author = {Boggess, Kayla and Kraus, Sarit and Feng, Lu},\n booktitle = {Proceedings of IJCAI-22},\n keywords = {WP6},\n title = {Toward policy explanations for multi-agent reinforcement learning},\n url_paper = {https://arxiv.org/abs/2204.12568},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n Multi-Model Monitoring Framework for Hybrid Process Specifications.\n \n \n \n\n\n \n Alman, A.; Maggi, F.; Montali, M.; Patrizi, F.; and Rivkin, A.\n\n\n \n\n\n\n In CAISE, 2022. \n To appear\n\n\n\n
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@inproceedings{caise2022ammpr,\n author = {Anti Alman and {Fabrizio Maria} Maggi and Marco Montali and Fabio Patrizi and Andrey Rivkin},\n booktitle = {{CAISE}},\n keywords = {WP5},\n note = {To appear},\n title = {Multi-Model Monitoring Framework for Hybrid Process Specifications},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n A General Framework for Modelling Conditional Reasoning - Preliminary Report.\n \n \n \n \n\n\n \n Casini, G.; and Straccia, U.\n\n\n \n\n\n\n In Proceedings of the 19th International Conference on Principles of Knowledge Representation and Reasoning, pages 112–121, 8 2022. \n \n\n\n\n
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@inproceedings{Casini22b,\n author = {Casini, Giovanni and Straccia, Umberto},\n booktitle = {{Proceedings of the 19th International Conference on Principles of Knowledge Representation and Reasoning}},\n doi = {10.24963/kr.2022/12},\n keywords = {WP3,WP4,A-level},\n month = {8},\n pages = {112--121},\n title = {{A General Framework for Modelling Conditional Reasoning - Preliminary Report}},\n url = {https://doi.org/10.24963/kr.2022/12},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n A Rational Entailment for Expressive Description Logics via Description Logic Programs.\n \n \n \n\n\n \n Casini, G.; and Straccia, U.\n\n\n \n\n\n\n In Proceedings of the Southern African Artificial Intelligence Conference (SACAIR-2021), volume 1551, of Communications in Computer and Information Science, pages 177–191, 2022. Springer\n \n\n\n\n
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@inproceedings{ccis2022cs,\n author = {Giovanni Casini and Umberto Straccia},\n bdsk-url-1 = {https://doi.org/10.1007/978-3-030-95070-5_12},\n booktitle = {Proceedings of the Southern African Artificial Intelligence Conference (SACAIR-2021)},\n doi = {https://doi.org/10.1007/978-3-030-95070-5_12},\n keywords = {WP3},\n pages = {177--191},\n publisher = {Springer},\n series = {Communications in Computer and Information Science},\n title = {A Rational Entailment for Expressive Description Logics via Description Logic Programs},\n volume = {1551},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Inferring strategies from observations in long iterated Prisoner\\textquoterights dilemma experiments.\n \n \n \n \n\n\n \n Montero, E.; Grujic, J.; Fernandez Domingos, E.; and Lenaerts, T.\n\n\n \n\n\n\n Scientific Reports, 12(1). 2022.\n \n\n\n\n
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@article{d1468365d841404d9f93d5b5da2c2238,\n author = {Eladio Montero and Jelena Grujic and {Fernandez Domingos}, Elias and Tom Lenaerts},\n issn = {2045-2322},\n journal = {Scientific Reports},\n keywords = {WP6},\n number = {1},\n publisher = {Nature Publishing Group},\n title = {Inferring strategies from observations in long iterated Prisoner{\\textquoteright}s dilemma experiments},\n url_paper = {https://www.nature.com/articles/s41598-022-11654-2},\n volume = {12},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n A takeover time-driven adaptive evolutionary algorithm for mobile user tracking in pre-5G cellular networks.\n \n \n \n \n\n\n \n Dahi, Z. A.; Alba, E.; and Luque, G.\n\n\n \n\n\n\n Applied Soft Computing, 116: 107992. 2022.\n \n\n\n\n
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@article{DAHI2022107992,\n author = {Zakaria Abdelmoiz Dahi and Enrique Alba and Gabriel Luque},\n doi = {https://doi.org/10.1016/j.asoc.2021.107992},\n issn = {1568-4946},\n journal = {Applied Soft Computing},\n keywords = {WP7},\n pages = {107992},\n title = {A takeover time-driven adaptive evolutionary algorithm for mobile user tracking in pre-5G cellular networks},\n url = {https://www.sciencedirect.com/science/article/pii/S1568494621009145},\n url_paper = {https://www.sciencedirect.com/science/article/pii/S1568494621009145},\n volume = {116},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Metaheuristics on quantum computers: Inspiration, simulation and real execution.\n \n \n \n \n\n\n \n Dahi, Z. A.; and Alba, E.\n\n\n \n\n\n\n Future Generation Computer Systems, 130: 164-180. 2022.\n \n\n\n\n
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@article{DAHI2022164,\n author = {Zakaria Abdelmoiz Dahi and Enrique Alba},\n doi = {https://doi.org/10.1016/j.future.2021.12.015},\n issn = {0167-739X},\n journal = {Future Generation Computer Systems},\n keywords = {WP7},\n pages = {164-180},\n title = {Metaheuristics on quantum computers: Inspiration, simulation and real execution},\n url = {https://www.sciencedirect.com/science/article/pii/S0167739X21004969},\n url_paper = {https://www.sciencedirect.com/science/article/pii/S0167739X21004969},\n volume = {130},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n Trading Complexity for Sparsity in Random Forest Explanations.\n \n \n \n\n\n \n Audemard, G.; Bellart, S.; Bounia, L.; Koriche, F.; Lagniez, J.; and Marquis, P.\n\n\n \n\n\n\n In Thirty-Sixth AAAI Conference on Artificial Intelligence, AAAI 2022, Thirty-Fourth Conference on Innovative Applications of Artificial Intelligence, IAAI 2022, The Twelveth Symposium on Educational Advances in Artificial Intelligence, EAAI 2022 Virtual Event, February 22 - March 1, 2022, pages 5461–5469, 2022. AAAI Press\n \n\n\n\n
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@inproceedings{DBLP:conf/aaai/AudemardBBKLM22,\n author = {Gilles Audemard and\nSteve Bellart and\nLouenas Bounia and\nFr{\\'{e}}d{\\'{e}}ric Koriche and\nJean{-}Marie Lagniez and\nPierre Marquis},\n booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}\n2022, Thirty-Fourth Conference on Innovative Applications of Artificial\nIntelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances\nin Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22\n- March 1, 2022},\n keywords = {WP3,A-level},\n pages = {5461--5469},\n publisher = {{AAAI} Press},\n title = {Trading Complexity for Sparsity in Random Forest Explanations},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Entropy-Based Logic Explanations of Neural Networks.\n \n \n \n \n\n\n \n Pietro Barbiero, G. C.; and Melacci, S.\n\n\n \n\n\n\n In Thirty-Sixth AAAI Conference on Artificial Intelligence, AAAI 2022, Thirty-Fourth Conference on Innovative Applications of Artificial Intelligence, IAAI 2022, The Twelveth Symposium on Educational Advances in Artificial Intelligence, EAAI 2022 Virtual Event, February 22 - March 1, 2022, pages 6046–6054, 2022. AAAI Press\n \n\n\n\n
\n\n\n\n \n \n \"Entropy-Based paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n\n\n\n
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@inproceedings{DBLP:conf/aaai/BarbieroCGLGM22,\n author = {Pietro Barbiero, Gabriele Ciravegna, Francesco Giannini, Pietro Liò, Marco Gori and Stefano Melacci},\n booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}\n2022, Thirty-Fourth Conference on Innovative Applications of Artificial\nIntelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances\nin Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22\n- March 1, 2022},\n keywords = {WP3,WP4},\n pages = {6046--6054},\n publisher = {{AAAI} Press},\n title = {Entropy-Based Logic Explanations of Neural Networks},\n url_paper = {https://ojs.aaai.org/index.php/AAAI/article/view/20551},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n ASP-Based Declarative Process Mining.\n \n \n \n\n\n \n Chiariello, F.; Maggi, F. M.; and Patrizi, F.\n\n\n \n\n\n\n In AAAI, pages 5539–5547, 2022. AAAI Press\n \n\n\n\n
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@inproceedings{DBLP:conf/aaai/ChiarielloMP22,\n author = {Francesco Chiariello and\nFabrizio Maria Maggi and\nFabio Patrizi},\n booktitle = {{AAAI}},\n keywords = {WP5,A-level},\n pages = {5539--5547},\n publisher = {{AAAI} Press},\n title = {ASP-Based Declarative Process Mining},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Monotone Abstractions in Ontology-Based Data Management.\n \n \n \n \n\n\n \n Cima, G.; Console, M.; Lenzerini, M.; and Poggi, A.\n\n\n \n\n\n\n In Thirty-Sixth AAAI Conference on Artificial Intelligence, AAAI 2022, pages 5556–5563, 2022. AAAI Press\n \n\n\n\n
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@inproceedings{DBLP:conf/aaai/CimaCLP22,\n author = {Gianluca Cima and\nMarco Console and\nMaurizio Lenzerini and\nAntonella Poggi},\n bibsource = {dblp computer science bibliography, https://dblp.org},\n biburl = {https://dblp.org/rec/conf/aaai/CimaCLP22.bib},\n booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}\n2022},\n doi = {10.1609/aaai.v36i5.20495},\n keywords = {WP4,WP5,A-level},\n pages = {5556--5563},\n publisher = {{AAAI} Press},\n timestamp = {Mon, 04 Sep 2023 16:50:23 +0200},\n title = {Monotone Abstractions in Ontology-Based Data Management},\n url = {https://doi.org/10.1609/aaai.v36i5.20495},\n url_paper = {https://doi.org/10.1609/aaai.v36i5.20495},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n Target Languages (vs. Inductive Biases) for Learning to Act and Plan.\n \n \n \n\n\n \n Geffner, H.\n\n\n \n\n\n\n In AAAI, pages 12326–12333, 2022. AAAI Press\n \n\n\n\n
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@inproceedings{DBLP:conf/aaai/Geffner22,\n author = {Hector Geffner},\n booktitle = {{AAAI}},\n keywords = {WP5,A-level},\n pages = {12326--12333},\n publisher = {{AAAI} Press},\n title = {Target Languages (vs. Inductive Biases) for Learning to Act and Plan},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n An Anytime Heuristic Algorithm for Allocating Many Teams to Many Tasks.\n \n \n \n \n\n\n \n Georgara, A.; Rodríguez-Aguilar, J. A.; Sierra, C.; Mich, O.; Kazhamiakin, R.; Approsio, A. P.; and Pazzaglia, J.\n\n\n \n\n\n\n In Proceedings of the 21st International Conference on Autonomous Agents and MultiAgent Systems, pages 1598–1600, 2022. International Foundation for Autonomous Agents and Multiagent Systems\n \n\n\n\n
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@inproceedings{DBLP:conf/aamas/Georgara22a,\n author = {Georgara, Athina and Rodr\\'{\\i}guez-Aguilar, Juan A. and Sierra, Carles and Mich, Ornella and  Kazhamiakin,Raman and  Approsio, Alessio P.  and Pazzaglia, Jean-Christophe},\n booktitle = {Proceedings of the 21st International Conference on Autonomous Agents and MultiAgent Systems},\n keywords = {WP6},\n pages = {1598–1600},\n publisher = {International Foundation for Autonomous Agents and Multiagent Systems},\n title = {An Anytime Heuristic Algorithm for Allocating Many Teams to Many Tasks},\n url_paper = {https://www.iiia.csic.es/media/filer_public/3a/98/3a982296-f9d5-466a-adbb-3f693ececd9f/ex460-georgara.pdf},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Building Contrastive Explanations for Multi-agent Team Formation.\n \n \n \n \n\n\n \n Georgara, A.; Rodríguez-Aguilar, J. A.; and Sierra, C.\n\n\n \n\n\n\n In Proceedings of the 21st International Conference on Autonomous Agents and MultiAgent Systems, pages 516-524, 2022. International Foundation for Autonomous Agents and Multiagent Systems\n \n\n\n\n
\n\n\n\n \n \n \"Building paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@inproceedings{DBLP:conf/aamas/Georgara22b,\n author = {Georgara, Athina and Rodr\\'{\\i}guez-Aguilar, Juan A. and Sierra, Carles},\n booktitle = {Proceedings of the 21st International Conference on Autonomous Agents and MultiAgent Systems},\n keywords = {WP6},\n pages = {516-524},\n publisher = {International Foundation for Autonomous Agents and Multiagent Systems},\n title = {Building Contrastive Explanations for Multi-agent Team Formation},\n url_paper = {https://www.iiia.csic.es/media/filer_public/ce/41/ce4113c7-499a-4fd5-9f3b-65ceb9494e9d/fp464-georgara.pdf},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Approximate Inference in Probabilistic Answer Set Programming for Statistical Probabilities.\n \n \n \n \n\n\n \n Azzolini, D.; Bellodi, E.; and Riguzzi, F.\n\n\n \n\n\n\n In AI*IA, volume 13796, of Lecture Notes in Computer Science, pages 33–46, 2022. Springer\n \n\n\n\n
\n\n\n\n \n \n \"Approximate paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@inproceedings{DBLP:conf/aiia/AzzoliniBR22,\n author = {Damiano Azzolini and\nElena Bellodi and\nFabrizio Riguzzi},\n booktitle = {AI*IA},\n keywords = {WP4},\n pages = {33--46},\n publisher = {Springer},\n series = {Lecture Notes in Computer Science},\n title = {Approximate Inference in Probabilistic Answer Set Programming for\nStatistical Probabilities},\n url_paper = {https://link.springer.com/chapter/10.1007/978-3-031-27181-6_3},\n volume = {13796},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n MAP Inference in Probabilistic Answer Set Programs.\n \n \n \n \n\n\n \n Azzolini, D.; Bellodi, E.; and Riguzzi, F.\n\n\n \n\n\n\n In AI*IA, volume 13796, of Lecture Notes in Computer Science, pages 413–426, 2022. Springer\n \n\n\n\n
\n\n\n\n \n \n \"MAP paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@inproceedings{DBLP:conf/aiia/AzzoliniBR22a,\n author = {Damiano Azzolini and\nElena Bellodi and\nFabrizio Riguzzi},\n booktitle = {AI*IA},\n keywords = {WP4},\n pages = {413--426},\n publisher = {Springer},\n series = {Lecture Notes in Computer Science},\n title = {{MAP} Inference in Probabilistic Answer Set Programs},\n url_paper = {https://link.springer.com/chapter/10.1007/978-3-031-27181-6_29},\n volume = {13796},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n Learning Sketches for Decomposing Planning Problems into Subproblems of Bounded Width.\n \n \n \n\n\n \n Drexler, D.; Seipp, J.; and Geffner, H.\n\n\n \n\n\n\n In ICAPS, pages 62–70, 2022. AAAI Press\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n\n\n\n
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@inproceedings{DBLP:conf/aips/DrexlerSG22,\n author = {Dominik Drexler and\nJendrik Seipp and\nHector Geffner},\n booktitle = {{ICAPS}},\n keywords = {WP5,A-level},\n pages = {62--70},\n publisher = {{AAAI} Press},\n title = {Learning Sketches for Decomposing Planning Problems into Subproblems\nof Bounded Width},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n Iterative Depth-First Search for FOND Planning.\n \n \n \n\n\n \n Pereira, R. F.; Pereira, A. G.; Messa, F.; and De Giacomo, G.\n\n\n \n\n\n\n In ICAPS, pages 90–99, 2022. AAAI Press\n \n\n\n\n
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@inproceedings{DBLP:conf/aips/PereiraPMG22,\n author = {Ramon Fraga Pereira and\nAndr{\\'{e}} Grahl Pereira and\nFrederico Messa and\nGiuseppe {De Giacomo}},\n booktitle = {{ICAPS}},\n keywords = {WP5,A-level,Outside-Europe},\n pages = {90--99},\n publisher = {{AAAI} Press},\n title = {Iterative Depth-First Search for {FOND} Planning},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Examining the Proximity of Adversarial Examples to Class Manifolds in Deep Networks.\n \n \n \n \n\n\n \n Pócoš, Š.; Bečková, I.; and Farkaš, I.\n\n\n \n\n\n\n In arXiv, pages 1–10, 2022. arXiv\n \n\n\n\n
\n\n\n\n \n \n \"Examining paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@inproceedings{DBLP:conf/arx/pocos2022,\n author = {Pócoš, Štefan and Bečková, Iveta and Farkaš, Igor},\n booktitle = {arXiv},\n keywords = {WP3},\n pages = {1--10},\n publisher = {arXiv},\n title = {Examining the Proximity of Adversarial Examples to Class Manifolds in Deep Networks},\n url_paper = {http://arxiv.org/abs/2204.05764},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n A Distributed Differentially Private Algorithm for Resource Allocation in Unboundedly Large Settings.\n \n \n \n \n\n\n \n Danassis, P.; Triastcyn, A.; and Faltings, B.\n\n\n \n\n\n\n In Proceedings of the 21st International Conference on Autonomous Agents and MultiAgent Systems, of AAMAS '22, 2022. \n \n\n\n\n
\n\n\n\n \n \n \"A paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n \n \n\n\n\n
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@inproceedings{DBLP:conf/atal/DanassisTF22,\n author = {Panayiotis Danassis and\nAleksei Triastcyn and\nBoi Faltings},\n booktitle = {Proceedings of the 21st International Conference on\nAutonomous Agents and MultiAgent Systems},\n keywords = {WP3,WP6,A-level},\n series = {AAMAS '22},\n title = {A Distributed Differentially Private Algorithm for\nResource Allocation in Unboundedly Large Settings},\n url_paper = {https://lia.epfl.ch/wp-content/uploads/2022/03/arxiv_palma.pdf},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n Trajectory-based Algorithm Selection with Warm-starting.\n \n \n \n\n\n \n Jankovic, A.; Vermetten, D.; Kostovska, A.; de Nobel, J.; Eftimov, T.; and Doerr, C.\n\n\n \n\n\n\n In CEC, pages 1–8, 2022. IEEE\n \n\n\n\n
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@inproceedings{DBLP:conf/cec/JankovicVKNED22,\n author = {Anja Jankovic and\nDiederick Vermetten and\nAna Kostovska and\nJacob de Nobel and\nTome Eftimov and\nCarola Doerr},\n booktitle = {{CEC}},\n keywords = {WP7},\n pages = {1--8},\n publisher = {{IEEE}},\n title = {Trajectory-based Algorithm Selection with Warm-starting},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Complexity of Minimum-Size Arc-Inconsistency Explanations.\n \n \n \n \n\n\n \n Bessiere, C.; Carbonnel, C.; Cooper, M. C.; and Hebrard, E.\n\n\n \n\n\n\n In 28th International Conference on Principles and Practice of Constraint Programming, CP 2022, July 31 to August 8, 2022, Haifa, Israel, volume 235, of LIPIcs, pages 9:1–9:14, 2022. Schloss Dagstuhl - Leibniz-Zentrum für Informatik\n \n\n\n\n
\n\n\n\n \n \n \"ComplexityPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@inproceedings{DBLP:conf/cp/BessiereCCH22,\n author = {Christian Bessiere and  Cl{\\'{e}}ment Carbonnel and Martin C. Cooper and Emmanuel Hebrard},\n booktitle = {28th International Conference on Principles and Practice of Constraint\nProgramming, {CP} 2022, July 31 to August 8, 2022, Haifa, Israel},\n doi = {10.4230/LIPIcs.CP.2022.9},\n keywords = {WP4},\n pages = {9:1--9:14},\n publisher = {Schloss Dagstuhl - Leibniz-Zentrum f{\\"{u}}r Informatik},\n series = {LIPIcs},\n title = {Complexity of Minimum-Size Arc-Inconsistency Explanations},\n url = {https://doi.org/10.4230/LIPIcs.CP.2022.9},\n volume = {235},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n On Redundancy in Constraint Satisfaction Problems.\n \n \n \n \n\n\n \n Carbonnel, C.\n\n\n \n\n\n\n In 28th International Conference on Principles and Practice of Constraint Programming, CP 2022, July 31 to August 8, 2022, Haifa, Israel, volume 235, of LIPIcs, pages 11:1–11:15, 2022. Schloss Dagstuhl - Leibniz-Zentrum für Informatik\n \n\n\n\n
\n\n\n\n \n \n \"On paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@inproceedings{DBLP:conf/cp/Carbonnel22,\n author = {Cl{\\'{e}}ment Carbonnel},\n booktitle = {28th International Conference on Principles and Practice of Constraint\nProgramming, {CP} 2022, July 31 to August 8, 2022, Haifa, Israel},\n doi = {10.4230/LIPIcs.CP.2022.11},\n keywords = {WP4},\n pages = {11:1--11:15},\n publisher = {Schloss Dagstuhl - Leibniz-Zentrum f{\\"{u}}r Informatik},\n series = {LIPIcs},\n title = {On Redundancy in Constraint Satisfaction Problems},\n url_paper = {https://doi.org/10.4230/LIPIcs.CP.2022.11},\n volume = {235},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n An API for DL Abduction Solvers.\n \n \n \n \n\n\n \n Hlávková, Z.; Homola, M.; Koopmann, P.; and Pukancová, J.\n\n\n \n\n\n\n In Description Logics, volume 3263, of CEUR Workshop Proceedings, 2022. CEUR-WS.org\n \n\n\n\n
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@inproceedings{DBLP:conf/dlog/HlavkovaHKP22,\n author = {Zuzana Hl{\\'{a}}vkov{\\'{a}} and\nMartin Homola and\nPatrick Koopmann and\nJ{\\'{u}}lia Pukancov{\\'{a}}},\n booktitle = {Description Logics},\n keywords = {WP3},\n publisher = {CEUR-WS.org},\n series = {{CEUR} Workshop Proceedings},\n title = {An {API} for {DL} Abduction Solvers},\n url_paper = {http://ceur-ws.org/Vol-3263/paper-12.pdf},\n volume = {3263},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Hybrid MHS-MXP ABox Abduction Solver: First Empirical Results.\n \n \n \n \n\n\n \n Homola, M.; Pukancová, J.; Balintová, I.; and Boborová, J.\n\n\n \n\n\n\n In Description Logics, volume 3263, of CEUR Workshop Proceedings, 2022. CEUR-WS.org\n \n\n\n\n
\n\n\n\n \n \n \"Hybrid paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@inproceedings{DBLP:conf/dlog/HomolaPBB22,\n author = {Martin Homola and\nJ{\\'{u}}lia Pukancov{\\'{a}} and\nIveta Balintov{\\'{a}} and\nJanka Boborov{\\'{a}}},\n booktitle = {Description Logics},\n keywords = {WP3},\n publisher = {CEUR-WS.org},\n series = {{CEUR} Workshop Proceedings},\n title = {Hybrid {MHS-MXP} ABox Abduction Solver: First Empirical Results},\n url_paper = {http://ceur-ws.org/Vol-3263/paper-13.pdf},\n volume = {3263},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Should We Afford Affordances? Injecting ConceptNet Knowledge into BERT-Based Models to Improve Commonsense Reasoning Ability.\n \n \n \n \n\n\n \n Gretkowski, A.; Wisniewski, D.; and Lawrynowicz, A.\n\n\n \n\n\n\n In Knowledge Engineering and Knowledge Management - 23rd International Conference, EKAW 2022, Bolzano, Italy, September 26-29, 2022, Proceedings, volume 13514, of Lecture Notes in Computer Science, pages 97–104, 2022. Springer\n \n\n\n\n
\n\n\n\n \n \n \"ShouldPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@inproceedings{DBLP:conf/ekaw/GretkowskiWL22,\n author = {Andrzej Gretkowski and\nDawid Wisniewski and\nAgnieszka Lawrynowicz},\n booktitle = {Knowledge Engineering and Knowledge Management - 23rd International\nConference, {EKAW} 2022, Bolzano, Italy, September 26-29, 2022, Proceedings},\n doi = {10.1007/978-3-031-17105-5\\_7},\n keywords = {WP4},\n pages = {97--104},\n publisher = {Springer},\n series = {Lecture Notes in Computer Science},\n title = {Should We Afford Affordances? Injecting ConceptNet Knowledge into\nBERT-Based Models to Improve Commonsense Reasoning Ability},\n url = {https://doi.org/10.1007/978-3-031-17105-5\\_7},\n volume = {13514},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Extending Logic Explained Networks to Text Classification.\n \n \n \n \n\n\n \n Jain, R.; Ciravegna, G.; Barbiero, P.; Giannini, F.; Buffelli, D.; and Liò, P.\n\n\n \n\n\n\n In Goldberg, Y.; Kozareva, Z.; and Zhang, Y., editor(s), Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, EMNLP 2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022, pages 8838–8857, 2022. Association for Computational Linguistics\n \n\n\n\n
\n\n\n\n \n \n \"ExtendingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n\n\n\n
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@inproceedings{DBLP:conf/emnlp/JainCBGBL22,\n author = {Rishabh Jain and\nGabriele Ciravegna and\nPietro Barbiero and\nFrancesco Giannini and\nDavide Buffelli and\nPietro Li{\\`{o}}},\n bibsource = {dblp computer science bibliography, https://dblp.org},\n biburl = {https://dblp.org/rec/conf/emnlp/JainCBGBL22.bib},\n booktitle = {Proceedings of the 2022 Conference on Empirical Methods in Natural\nLanguage Processing, {EMNLP} 2022, Abu Dhabi, United Arab Emirates,\nDecember 7-11, 2022},\n doi = {10.18653/v1/2022.emnlp-main.604},\n editor = {Yoav Goldberg and\nZornitsa Kozareva and\nYue Zhang},\n keywords = {WP3,WP4},\n pages = {8838--8857},\n publisher = {Association for Computational Linguistics},\n timestamp = {Thu, 10 Aug 2023 12:35:30 +0200},\n title = {Extending Logic Explained Networks to Text Classification},\n url = {https://doi.org/10.18653/v1/2022.emnlp-main.604},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Allocating teams to tasks: an anytime heuristic competence-based approach.\n \n \n \n \n\n\n \n Georgara, A.; Rodríguez-Aguilar, J. A.; and Sierra, C.\n\n\n \n\n\n\n In Proceedings of the 9th European Conference on MultiAgent Systems, 2022. \n \n\n\n\n
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@inproceedings{DBLP:conf/eumas/Georgara22,\n author = {Georgara, Athina and Rodr\\'{\\i}guez-Aguilar, Juan A. and Sierra, Carles},\n booktitle = {Proceedings of the 9th European Conference on MultiAgent Systems},\n keywords = {WP6},\n publisher = {},\n title = {Allocating teams to tasks: an anytime heuristic competence-based approach},\n url_paper = {https://www.iiia.csic.es/media/filer_public/47/2a/472a283f-1166-4c1f-87d1-375088585cb1/allocating_teams_to_tasks__an_anytime_heuristic_competence_based_approach__eumas_2022__camera_ready.pdf},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Multiobjective Electric Vehicle Charging Station Locations in a City Scale Area: Malaga Study Case.\n \n \n \n \n\n\n \n Cintrano, C.; and Toutouh, J.\n\n\n \n\n\n\n In Laredo, J. L. J.; Hidalgo, J. I.; and Babaagba, K. O., editor(s), Applications of Evolutionary Computation - 25th European Conference, EvoApplications 2022, Held as Part of EvoStar 2022, Madrid, Spain, April 20-22, 2022, Proceedings, volume 13224, of Lecture Notes in Computer Science, pages 584–600, 2022. Springer\n \n\n\n\n
\n\n\n\n \n \n \"MultiobjectivePaper\n  \n \n \n \"Multiobjective paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n\n\n\n
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@inproceedings{DBLP:conf/evoW/CintranoT22,\n author = {Christian Cintrano and\nJamal Toutouh},\n booktitle = {Applications of Evolutionary Computation - 25th European Conference,\nEvoApplications 2022, Held as Part of EvoStar 2022, Madrid, Spain,\nApril 20-22, 2022, Proceedings},\n doi = {10.1007/978-3-031-02462-7\\_37},\n editor = {Juan Luis Jim{\\'{e}}nez Laredo and\nJos{\\'{e}} Ignacio Hidalgo and\nKehinde O. Babaagba},\n keywords = {WP7,Outside-Europe},\n pages = {584--600},\n publisher = {Springer},\n series = {Lecture Notes in Computer Science},\n title = {Multiobjective Electric Vehicle Charging Station Locations in a City Scale Area: Malaga Study Case},\n url = {https://doi.org/10.1007/978-3-031-02462-7\\_37},\n url_paper = {https://www.researchgate.net/publication/359970780_Multiobjective_Electric_Vehicle_Charging_Station_Locations_in_a_City_Scale_Area_Malaga_Study_Case},\n volume = {13224},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Switch lists in the landscape of knowledge representation languages.\n \n \n \n \n\n\n \n Čepek, O.\n\n\n \n\n\n\n In Barták, R.; Keshtkar, F.; and Franklin, M., editor(s), Proceedings of the Thirty-Fifth International Florida Artificial Intelligence Research Society Conference, FLAIRS 2022, Hutchinson Island, Jensen Beach, Florida, USA, May 15-18, 2022, 2022. \n \n\n\n\n
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@inproceedings{DBLP:conf/flairs/Cepek22,\n author = {Ond{\\v{r}}ej {\\v{C}}epek},\n booktitle = {Proceedings of the Thirty-Fifth International Florida Artificial Intelligence\nResearch Society Conference, {FLAIRS} 2022, Hutchinson Island, Jensen\nBeach, Florida, USA, May 15-18, 2022},\n doi = {10.32473/flairs.v35i.130700},\n editor = {Roman Bart{\\'{a}}k and Fazel Keshtkar and Michael Franklin},\n keywords = {WP4},\n title = {Switch lists in the landscape of knowledge representation languages},\n url = {https://doi.org/10.32473/flairs.v35i.130700},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Explanations as Programs in Probabilistic Logic Programming.\n \n \n \n \n\n\n \n Vidal, G.\n\n\n \n\n\n\n In FLOPS, volume 13215, of Lecture Notes in Computer Science, pages 205–223, 2022. Springer\n \n\n\n\n
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@inproceedings{DBLP:conf/flops/Vidal22,\n author = {Germ{\\'{a}}n Vidal},\n booktitle = {{FLOPS}},\n keywords = {WP3},\n pages = {205--223},\n publisher = {Springer},\n series = {Lecture Notes in Computer Science},\n title = {Explanations as Programs in Probabilistic Logic Programming},\n url_paper = {http://arxiv.org/abs/2210.03021},\n volume = {13215},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Coevolutionary generative adversarial networks for medical image augumentation at scale.\n \n \n \n \n\n\n \n Flores, D.; Hemberg, E.; Toutouh, J.; and O'Reilly, U.\n\n\n \n\n\n\n In Fieldsend, J. E.; and Wagner, M., editor(s), GECCO '22: Genetic and Evolutionary Computation Conference, Boston, Massachusetts, USA, July 9 - 13, 2022, pages 367–376, 2022. ACM\n \n\n\n\n
\n\n\n\n \n \n \"CoevolutionaryPaper\n  \n \n \n \"Coevolutionary paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@inproceedings{DBLP:conf/gecco/FloresHTO22,\n author = {Diana Flores and Erik Hemberg and Jamal Toutouh and\nUna{-}May O'Reilly},\n booktitle = {{GECCO} '22: Genetic and Evolutionary Computation Conference, Boston,\nMassachusetts, USA, July 9 - 13, 2022},\n doi = {10.1145/3512290.3528742},\n editor = {Jonathan E. Fieldsend and Markus Wagner},\n keywords = {WP7},\n pages = {367--376},\n publisher = {{ACM}},\n title = {Coevolutionary generative adversarial networks for medical image augumentation at scale},\n url = {https://doi.org/10.1145/3512290.3528742},\n url_paper = {https://dl.acm.org/doi/10.1145/3512290.3528742},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n The importance of landscape features for performance prediction of modular CMA-ES variants.\n \n \n \n\n\n \n Kostovska, A.; Vermetten, D.; Dzeroski, S.; Doerr, C.; Korosec, P.; and Eftimov, T.\n\n\n \n\n\n\n In GECCO, pages 648–656, 2022. ACM\n \n\n\n\n
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@inproceedings{DBLP:conf/gecco/KostovskaVDDKE22,\n author = {Ana Kostovska and\nDiederick Vermetten and\nSaso Dzeroski and\nCarola Doerr and\nPeter Korosec and\nTome Eftimov},\n booktitle = {{GECCO}},\n keywords = {WP7},\n pages = {648--656},\n publisher = {{ACM}},\n title = {The importance of landscape features for performance prediction of\nmodular {CMA-ES} variants},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Compositional genetic programming for symbolic regression.\n \n \n \n \n\n\n \n Krawiec, K.; and Kossinski, D.\n\n\n \n\n\n\n In GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9 - 13, 2022, pages 570–573, 2022. ACM\n \n\n\n\n
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@inproceedings{DBLP:conf/gecco/KrawiecK22,\n author = {Krzysztof Krawiec and Dominik Kossinski},\n biburl = {https://dblp.org/rec/conf/gecco/KrawiecK22.bib},\n booktitle = {{GECCO} '22: Genetic and Evolutionary Computation Conference, Companion\nVolume, Boston, Massachusetts, USA, July 9 - 13, 2022},\n doi = {10.1145/3520304.3529077},\n keywords = {WP3,WP7},\n pages = {570--573},\n publisher = {{ACM}},\n title = {Compositional genetic programming for symbolic regression},\n url = {https://doi.org/10.1145/3520304.3529077},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Multi-target evolutionary latent space search of a generative adversarial network for human face generation.\n \n \n \n \n\n\n \n Machín, B.; Nesmachnow, S.; and Toutouh, J.\n\n\n \n\n\n\n In Fieldsend, J. E.; and Wagner, M., editor(s), GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9 - 13, 2022, pages 1878–1886, 2022. ACM\n \n\n\n\n
\n\n\n\n \n \n \"Multi-targetPaper\n  \n \n \n \"Multi-target paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@inproceedings{DBLP:conf/gecco/MachinNT22,\n author = {Benjam{\\'{\\i}}n Mach{\\'{\\i}}n and Sergio Nesmachnow and Jamal Toutouh},\n booktitle = {{GECCO} '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9 - 13, 2022},\n doi = {10.1145/3520304.3533992},\n editor = {Jonathan E. Fieldsend and Markus Wagner},\n keywords = {WP7},\n pages = {1878--1886},\n publisher = {{ACM}},\n title = {Multi-target evolutionary latent space search of a generative adversarial network for human face generation},\n url = {https://doi.org/10.1145/3520304.3533992},\n url_paper = {https://arxiv.org/pdf/2204.11887.pdf},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n A Deep Learning Approach to Solving Morphological Analogies.\n \n \n \n \n\n\n \n Marquer, E.; Alsaidi, S.; Decker, A.; Murena, P.; and Couceiro, M.\n\n\n \n\n\n\n In Case-Based Reasoning Research and Development - 30th International Conference, ICCBR 2022, Nancy, France, September 12-15, 2022, Proceedings, pages 159–174, 2022. \n \n\n\n\n
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@inproceedings{DBLP:conf/iccbr/MarquerADMC22,\n author = {Esteban Marquer and\nSafa Alsaidi and\nAmandine Decker and\nPierre{-}Alexandre Murena and\nMiguel Couceiro},\n booktitle = {Case-Based Reasoning Research and Development - 30th International\nConference, {ICCBR} 2022, Nancy, France, September 12-15, 2022, Proceedings},\n crossref = {DBLP:conf/iccbr/2022},\n keywords = {WP3},\n pages = {159--174},\n title = {A Deep Learning Approach to Solving Morphological Analogies},\n url_paper = {https://hal.inria.fr/hal-03660625/file/ICCBR___Analogy_Solving_by_Retrieval_in_Morphology___LNCS.pdf},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n PARTICUL: Part Identification with Confidence Measure Using Unsupervised Learning.\n \n \n \n \n\n\n \n Xu-Darme, R.; Quénot, G.; Chihani, Z.; and Rousset, M.\n\n\n \n\n\n\n In ICPR Workshops (3), volume 13645, of Lecture Notes in Computer Science, pages 173–187, 2022. Springer\n \n\n\n\n
\n\n\n\n \n \n \"PARTICUL: paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@inproceedings{DBLP:conf/icpr/XuDarmeQCR22,\n author = {Romain Xu{-}Darme and\nGeorges Qu{\\'{e}}not and\nZakaria Chihani and\nMarie{-}Christine Rousset},\n booktitle = {{ICPR} Workshops {(3)}},\n doi = {10.1007/978-3-031-37731-0\\_14},\n keywords = {WP3},\n pages = {173--187},\n publisher = {Springer},\n series = {Lecture Notes in Computer Science},\n title = {{PARTICUL:} Part Identification with Confidence Measure Using Unsupervised\nLearning},\n url_paper = {https://doi.org/10.1007/978-3-031-37731-0\\_14},\n volume = {13645},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Distribution of Police Patrols as a Covering Problem in Smart Cities: Fuengirola Use Case.\n \n \n \n \n\n\n \n Toutouh, J.; Chicano, F.; and Gil-Merino, R.\n\n\n \n\n\n\n In Nesmachnow, S.; and Hernández-Callejo, L., editor(s), Smart Cities - 5th Ibero-American Congress, ICSC-CITIES 2022, Cuenca, Ecuador, November 28-30, 2022, Revised Selected Papers, volume 1706, of Communications in Computer and Information Science, pages 46–60, 2022. Springer\n \n\n\n\n
\n\n\n\n \n \n \"DistributionPaper\n  \n \n \n \"Distribution paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@inproceedings{DBLP:conf/icsc-cities/ToutouhCG22,\n author = {Jamal Toutouh and\nFrancisco Chicano and\nRodrigo Gil{-}Merino},\n booktitle = {Smart Cities - 5th Ibero-American Congress, {ICSC-CITIES} 2022, Cuenca,\nEcuador, November 28-30, 2022, Revised Selected Papers},\n doi = {10.1007/978-3-031-28454-0\\_4},\n editor = {Sergio Nesmachnow and\nLuis Hern{\\'{a}}ndez{-}Callejo},\n keywords = {WP7},\n pages = {46--60},\n publisher = {Springer},\n series = {Communications in Computer and Information Science},\n title = {Distribution of Police Patrols as a Covering Problem in Smart Cities:\nFuengirola Use Case},\n url = {https://doi.org/10.1007/978-3-031-28454-0\\_4},\n url_paper = {https://www.researchgate.net/publication/369535102_Distribution_of_Police_Patrols_as_a_Covering_Problem_in_Smart_Cities_Fuengirola_Use_Case},\n volume = {1706},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n Synthesis of Mechanisms with Strategy Logic (short paper).\n \n \n \n\n\n \n Mittelmann, M.; Maubert, B.; Murano, A.; and Perrussel, L.\n\n\n \n\n\n\n In ICTCS, of CEUR Workshop Proceedings, 2022. CEUR-WS.org\n \n\n\n\n
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@inproceedings{DBLP:conf/ictcs/Mittelmann22,\n author = {Munyque Mittelmann and\nBastien Maubert and\nAniello Murano and\nLaurent Perrussel},\n booktitle = {{ICTCS}},\n keywords = {WP5},\n publisher = {CEUR-WS.org},\n series = {{CEUR} Workshop Proceedings},\n title = {Synthesis of Mechanisms with Strategy Logic (short paper)},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n Parameter Learning in ProbLog with Annotated Disjunctions.\n \n \n \n\n\n \n Yang, W.; Jain, A.; Raedt, L. D.; and Meert, W.\n\n\n \n\n\n\n In IDA, volume 13205, of Lecture Notes in Computer Science, pages 378–391, 2022. Springer\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@inproceedings{DBLP:conf/ida/YangJRM22,\n author = {Wen{-}Chi Yang and\nArcchit Jain and\nLuc De Raedt and\nWannes Meert},\n booktitle = {{IDA}},\n keywords = {WP4},\n pages = {378--391},\n publisher = {Springer},\n series = {Lecture Notes in Computer Science},\n title = {Parameter Learning in ProbLog with Annotated Disjunctions},\n volume = {13205},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n Synthesis of Maximally Permissive Strategies for LTLf Specifications.\n \n \n \n\n\n \n Zhu, S.; and De Giacomo, G.\n\n\n \n\n\n\n In IJCAI, pages 2783–2789, 2022. ijcai.org\n \n\n\n\n
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@inproceedings{DBLP:conf/ijcai/0001G22,\n author = {Shufang Zhu and\nGiuseppe {De Giacomo}},\n booktitle = {{IJCAI}},\n keywords = {WP5,A-level},\n pages = {2783--2789},\n publisher = {ijcai.org},\n title = {Synthesis of Maximally Permissive Strategies for LTLf Specifications},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Exploring Analogical Inference in Healthcare.\n \n \n \n \n\n\n \n Alsaidi, S.; Couceiro, M.; Quennelle, S.; Burgun, A.; Garcelon, N.; and Coulet, A.\n\n\n \n\n\n\n In Proceedings of the Workshop on the Interactions between Analogical Reasoning and Machine Learning (International Joint Conference on Artificial Intelligence - European Conference on Artificial Intelligence (IJCAI-ECAI 2022)), Vienna, Austria, July 23, 2022, pages 40–50, 2022. \n \n\n\n\n
\n\n\n\n \n \n \"Exploring paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@inproceedings{DBLP:conf/ijcai/AlsaidiCQBGC22,\n author = {Safa Alsaidi and\nMiguel Couceiro and\nSophie Quennelle and\nAnita Burgun and\nNicolas Garcelon and\nAdrien Coulet},\n booktitle = {Proceedings of the Workshop on the Interactions between Analogical\nReasoning and Machine Learning (International Joint Conference on\nArtificial Intelligence - European Conference on Artificial Intelligence\n{(IJCAI-ECAI} 2022)), Vienna, Austria, July 23, 2022},\n keywords = {WP3},\n pages = {40--50},\n title = {Exploring Analogical Inference in Healthcare},\n url_paper = {http://ceur-ws.org/Vol-3174/paper4.pdf},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n Beyond Strong-Cyclic: Doing Your Best in Stochastic Environments.\n \n \n \n\n\n \n Aminof, B.; De Giacomo, G.; Rubin, S.; and Zuleger, F.\n\n\n \n\n\n\n In IJCAI, pages 2525–2531, 2022. ijcai.org\n \n\n\n\n
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@inproceedings{DBLP:conf/ijcai/AminofGRZ22,\n author = {Benjamin Aminof and\nGiuseppe {De Giacomo} and\nSasha Rubin and\nFlorian Zuleger},\n booktitle = {{IJCAI}},\n keywords = {WP5,A-level,Outside-Europe},\n pages = {2525--2531},\n publisher = {ijcai.org},\n title = {Beyond Strong-Cyclic: Doing Your Best in Stochastic Environments},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n On Preferred Abductive Explanations for Decision Trees and Random Forests.\n \n \n \n\n\n \n Audemard, G.; Bellart, S.; Bounia, L.; Koriche, F.; Lagniez, J.; and Marquis, P.\n\n\n \n\n\n\n In Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, IJCAI 2022, Vienna, Austria, 23-29 July 2022, pages 643–650, 2022. ijcai.org\n \n\n\n\n
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@inproceedings{DBLP:conf/ijcai/AudemardBBKLM22,\n author = {Gilles Audemard and\nSteve Bellart and\nLouenas Bounia and\nFr{\\'{e}}d{\\'{e}}ric Koriche and\nJean{-}Marie Lagniez and\nPierre Marquis},\n booktitle = {Proceedings of the Thirty-First International Joint Conference on\nArtificial Intelligence, {IJCAI} 2022, Vienna, Austria, 23-29 July\n2022},\n keywords = {WP3,A-level},\n pages = {643--650},\n publisher = {ijcai.org},\n title = {On Preferred Abductive Explanations for Decision Trees and Random\nForests},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n Verification and Monitoring for First-Order LTL with Persistence-Preserving Quantification over Finite and Infinite Traces.\n \n \n \n\n\n \n Calvanese, D.; De Giacomo, G.; Montali, M.; and Patrizi, F.\n\n\n \n\n\n\n In IJCAI, pages 2553–2560, 2022. ijcai.org\n \n\n\n\n
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@inproceedings{DBLP:conf/ijcai/CalvaneseGMP22,\n author = {Diego Calvanese and\nGiuseppe {De Giacomo} and\nMarco Montali and\nFabio Patrizi},\n booktitle = {{IJCAI}},\n keywords = {WP5,A-level},\n pages = {2553--2560},\n publisher = {ijcai.org},\n title = {Verification and Monitoring for First-Order {LTL} with Persistence-Preserving\nQuantification over Finite and Infinite Traces},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Verification of Generic, Relational Transition Systems.\n \n \n \n \n\n\n \n Calvanese, D.; De Giacomo, G.; Montali, M.; and Patrizi, F.\n\n\n \n\n\n\n In Proceedings of the Workshop on Process Management in the AI Era (PMAI 2022) co-located with (IJCAI-ECAI 2022), volume 3310, of CEUR Workshop Proceedings, pages 93–96, 2022. CEUR-WS.org\n \n\n\n\n
\n\n\n\n \n \n \"VerificationPaper\n  \n \n \n \"Verification paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@inproceedings{DBLP:conf/ijcai/CalvaneseGMP22a,\n author = {Diego Calvanese and\nGiuseppe {De Giacomo} and\nMarco Montali and\nFabio Patrizi},\n booktitle = {Proceedings of the Workshop on Process Management in the {AI} Era\n{(PMAI 2022)} co-located with {(IJCAI-ECAI 2022)}},\n keywords = {WP5},\n pages = {93--96},\n publisher = {CEUR-WS.org},\n series = {{CEUR} Workshop Proceedings},\n title = {Verification of Generic, Relational Transition Systems},\n url = {https://ceur-ws.org/Vol-3310/paper16.pdf},\n url_paper = {https://ceur-ws.org/Vol-3310/paper16.pdf},\n volume = {3310},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Solving Morphological Analogies Through Generation.\n \n \n \n \n\n\n \n Chan, K.; Kaszefski-Yaschuk, S. P.; Saran, C.; Marquer, E.; and Couceiro, M.\n\n\n \n\n\n\n In Proceedings of the Workshop on the Interactions between Analogical Reasoning and Machine Learning (International Joint Conference on Artificial Intelligence - European Conference on Artificial Intelligence (IJCAI-ECAI 2022)), Vienna, Austria, July 23, 2022, pages 29–39, 2022. \n \n\n\n\n
\n\n\n\n \n \n \"Solving paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@inproceedings{DBLP:conf/ijcai/ChanKSMC22,\n author = {Kevin Chan and\nShane P. Kaszefski{-}Yaschuk and\nCamille Saran and\nEsteban Marquer and\nMiguel Couceiro},\n booktitle = {Proceedings of the Workshop on the Interactions between Analogical\nReasoning and Machine Learning (International Joint Conference on\nArtificial Intelligence - European Conference on Artificial Intelligence\n{(IJCAI-ECAI} 2022)), Vienna, Austria, July 23, 2022},\n keywords = {WP3},\n pages = {29--39},\n title = {Solving Morphological Analogies Through Generation},\n url_paper = {http://ceur-ws.org/Vol-3174/paper3.pdf},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n On the Complexity of Enumerating Prime Implicants from Decision-DNNF Circuits.\n \n \n \n\n\n \n de Colnet, A.; and Marquis, P.\n\n\n \n\n\n\n In Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, IJCAI 2022, Vienna, Austria, 23-29 July 2022, pages 2583–2590, 2022. ijcai.org\n \n\n\n\n
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@inproceedings{DBLP:conf/ijcai/ColnetM22,\n author = {Alexis de Colnet and\nPierre Marquis},\n booktitle = {Proceedings of the Thirty-First International Joint Conference on\nArtificial Intelligence, {IJCAI} 2022, Vienna, Austria, 23-29 July\n2022},\n keywords = {WP3,A-level},\n pages = {2583--2590},\n publisher = {ijcai.org},\n title = {On the Complexity of Enumerating Prime Implicants from Decision-DNNF\nCircuits},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n A Galois Framework for the Study of Analogical Classifiers.\n \n \n \n \n\n\n \n Couceiro, M.; and Lehtonen, E.\n\n\n \n\n\n\n In Proceedings of the Workshop on the Interactions between Analogical Reasoning and Machine Learning (International Joint Conference on Artificial Intelligence - European Conference on Artificial Intelligence (IJAI-ECAI 2022)), Vienna, Austria, July 23, 2022, pages 51–61, 2022. \n \n\n\n\n
\n\n\n\n \n \n \"A paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@inproceedings{DBLP:conf/ijcai/CouceiroL22,\n author = {Miguel Couceiro and\nErkko Lehtonen},\n booktitle = {Proceedings of the Workshop on the Interactions between Analogical\nReasoning and Machine Learning (International Joint Conference on\nArtificial Intelligence - European Conference on Artificial Intelligence\n{(IJAI-ECAI} 2022)), Vienna, Austria, July 23, 2022},\n keywords = {WP3},\n pages = {51--61},\n title = {A Galois Framework for the Study of Analogical Classifiers},\n url_paper = {http://ceur-ws.org/Vol-3174/paper5.pdf},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n On Quantifying Literals in Boolean Logic and its Applications to Explainable AI (Extended Abstract).\n \n \n \n\n\n \n Darwiche, A.; and Marquis, P.\n\n\n \n\n\n\n In Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, IJCAI 2022, Vienna, Austria, 23-29 July 2022, pages 5718–5721, 2022. ijcai.org\n \n\n\n\n
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@inproceedings{DBLP:conf/ijcai/DarwicheM22,\n author = {Adnan Darwiche and\nPierre Marquis},\n booktitle = {Proceedings of the Thirty-First International Joint Conference on\nArtificial Intelligence, {IJCAI} 2022, Vienna, Austria, 23-29 July\n2022},\n keywords = {WP3,A-level},\n pages = {5718--5721},\n publisher = {ijcai.org},\n title = {On Quantifying Literals in Boolean Logic and its Applications to Explainable\n{AI} (Extended Abstract)},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Epistemic Logic of Likelihood and Belief.\n \n \n \n \n\n\n \n Delgrande, J. P.; Sack, J.; Lakemeyer, G.; and Pagnucco, M.\n\n\n \n\n\n\n In Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, IJCAI 2022, Vienna, Austria, 23-29 July 2022, pages 2599–2605, 2022. ijcai.org\n \n\n\n\n
\n\n\n\n \n \n \"EpistemicPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n\n\n\n
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@inproceedings{DBLP:conf/ijcai/DelgrandeSLP22,\n author = {James P. Delgrande and\nJoshua Sack and\nGerhard Lakemeyer and\nMaurice Pagnucco},\n booktitle = {Proceedings of the Thirty-First International Joint Conference on\nArtificial Intelligence, {IJCAI} 2022, Vienna, Austria, 23-29 July\n2022},\n keywords = {WP5,A-level},\n pages = {2599--2605},\n publisher = {ijcai.org},\n title = {Epistemic Logic of Likelihood and Belief},\n url = {https://doi.org/10.24963/ijcai.2022/360},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n LTLf Synthesis as AND-OR Graph Search: Knowledge Compilation at Work.\n \n \n \n\n\n \n De Giacomo, G.; Favorito, M.; Li, J.; Vardi, M. Y.; Xiao, S.; and Zhu, S.\n\n\n \n\n\n\n In IJCAI, pages 2591–2598, 2022. ijcai.org\n \n\n\n\n
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@inproceedings{DBLP:conf/ijcai/GiacomoFLVX022,\n author = {Giuseppe {De Giacomo} and\nMarco Favorito and\nJianwen Li and\nMoshe Y. Vardi and\nShengping Xiao and\nShufang Zhu},\n booktitle = {{IJCAI}},\n keywords = {WP5,A-level,Outside-Europe},\n pages = {2591--2598},\n publisher = {ijcai.org},\n title = {LTLf Synthesis as {AND-OR} Graph Search: Knowledge Compilation at\nWork},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n A Computationally Grounded Logic of 'Seeing-to-it-that'.\n \n \n \n \n\n\n \n Herzig, A.; Lorini, E.; and Perrotin, E.\n\n\n \n\n\n\n In Raedt, L. D., editor(s), Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, IJCAI 2022, Vienna, Austria, 23-29 July 2022, pages 2648–2654, 2022. ijcai.org\n \n\n\n\n
\n\n\n\n \n \n \"APaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n\n\n\n
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@inproceedings{DBLP:conf/ijcai/HerzigLP22,\n author = {Andreas Herzig and\nEmiliano Lorini and\nElise Perrotin},\n booktitle = {Proceedings of the Thirty-First International Joint Conference on\nArtificial Intelligence, {IJCAI} 2022, Vienna, Austria, 23-29 July\n2022},\n doi = {10.24963/ijcai.2022/367},\n editor = {Luc De Raedt},\n keywords = {WP5,A-level},\n pages = {2648--2654},\n publisher = {ijcai.org},\n title = {A Computationally Grounded Logic of 'Seeing-to-it-that'},\n url = {https://doi.org/10.24963/ijcai.2022/367},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n Automated Synthesis of Mechanisms.\n \n \n \n\n\n \n Mittelmann, M.; Maubert, B.; Murano, A.; and Perrussel, L.\n\n\n \n\n\n\n In IJCAI, pages 426–432, 2022. ijcai.org\n \n\n\n\n
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@inproceedings{DBLP:conf/ijcai/MittelmannMMP22,\n author = {Munyque Mittelmann and\nBastien Maubert and\nAniello Murano and\nLaurent Perrussel},\n booktitle = {{IJCAI}},\n keywords = {WP5,A-level},\n pages = {426--432},\n publisher = {ijcai.org},\n title = {Automated Synthesis of Mechanisms},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Black-box Audit of YouTube's Video Recommendation: Investigation of Misinformation Filter Bubble Dynamics (Extended Abstract).\n \n \n \n \n\n\n \n Tomlein, M.; Pecher, B.; Simko, J.; Srba, I.; Moro, R.; Stefancova, E.; Kompan, M.; Hrckova, A.; Podrouzek, J.; and Bielikova, M.\n\n\n \n\n\n\n In Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, IJCAI-22, pages 5349–5353, 2022. International Joint Conferences on Artificial Intelligence Organization\n \n\n\n\n
\n\n\n\n \n \n \"Black-box paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n\n\n\n
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@inproceedings{DBLP:conf/ijcai/tomlein2022,\n author = {Tomlein, Matus and Pecher, Branislav and Simko, Jakub and Srba, Ivan and Moro, Robert and Stefancova, Elena and Kompan, Michal and Hrckova, Andrea and Podrouzek, Juraj and Bielikova, Maria},\n booktitle = {Proceedings of the Thirty-First International Joint Conference on\nArtificial Intelligence, {IJCAI-22}},\n keywords = {WP6,A-level},\n pages = {5349--5353},\n publisher = {International Joint Conferences on Artificial Intelligence Organization},\n title = {Black-box Audit of YouTube's Video Recommendation: Investigation of Misinformation Filter Bubble Dynamics (Extended Abstract)},\n url_paper = {https://www.ijcai.org/proceedings/2022/0749.pdf},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Dynamics Modeling of Industrial Robots Using Transformer Networks.\n \n \n \n \n\n\n \n Trinh, M.; Behery, M.; Emara, M.; Lakemeyer, G.; Storms, S.; and Brecher, C.\n\n\n \n\n\n\n In Sixth IEEE International Conference on Robotic Computing, IRC 2022, Naples, Italy, December 5-7, 2022, pages 164–171, 2022. IEEE\n \n\n\n\n
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@inproceedings{DBLP:conf/irc/TrinhBELSB22,\n author = {Minh Trinh and\nMohamed Behery and\nMahmoud Emara and\nGerhard Lakemeyer and\nSimon Storms and\nChristian Brecher},\n booktitle = {Sixth {IEEE} International Conference on Robotic Computing, {IRC}\n2022, Naples, Italy, December 5-7, 2022},\n keywords = {WP5},\n pages = {164--171},\n publisher = {{IEEE}},\n title = {Dynamics Modeling of Industrial Robots Using Transformer Networks},\n url = {https://doi.org/10.1109/IRC55401.2022.00035},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n A Direct Equivalence-Testing Algorithm for SLRs.\n \n \n \n \n\n\n \n Čepek, O.; and Weigle, J.\n\n\n \n\n\n\n In Proceedings of the International Symposium on Artificial Intelligence and Mathematics 2022 (ISAIM 2022), Fort Lauderdale, Florida, USA, January 3-5, 2022, 2022. \n \n\n\n\n
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@inproceedings{DBLP:conf/isaim/CepekW22,\n author = { Ond{\\v{r}}ej {\\v{C}}epek and James Weigle},\n booktitle = {Proceedings of the International Symposium on Artificial Intelligence\nand Mathematics 2022 {(ISAIM} 2022), Fort Lauderdale, Florida, USA,\nJanuary 3-5, 2022},\n keywords = {WP4},\n title = {A Direct Equivalence-Testing Algorithm for SLRs},\n url = {https://isaim2022.cs.ou.edu/papers/ISAIM2022\\_Boolean\\_Cepek\\_Weigle.pdf},\n year = {2022}\n}\n\n
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@inproceedings{DBLP:conf/kr/0001G22,\n author = {Shufang Zhu and\nGiuseppe {De Giacomo}},\n booktitle = {{KR}},\n keywords = {WP5,A-level},\n title = {Act for Your Duties but Maintain Your Rights},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Statistical Statements in Probabilistic Logic Programming.\n \n \n \n \n\n\n \n Azzolini, D.; Bellodi, E.; and Riguzzi, F.\n\n\n \n\n\n\n In LPNMR, volume 13416, of Lecture Notes in Computer Science, pages 43–55, 2022. Springer\n \n\n\n\n
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@inproceedings{DBLP:conf/lpnmr/AzzoliniBR22,\n author = {Damiano Azzolini and\nElena Bellodi and\nFabrizio Riguzzi},\n booktitle = {{LPNMR}},\n keywords = {WP4},\n pages = {43--55},\n publisher = {Springer},\n series = {Lecture Notes in Computer Science},\n title = {Statistical Statements in Probabilistic Logic Programming},\n url_paper = {http://doi.org/10.1007/978-3-031-15707-3_4},\n volume = {13416},\n year = {2022}\n}\n\n
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@inproceedings{DBLP:conf/naacl/PapadopoulosPKN22,\n author = {Christos Papadopoulos and\nYannis Panagakis and\nManolis Koubarakis and\nMihalis Nicolaou},\n booktitle = {{NAACL-HLT} (Findings)},\n keywords = {WP4},\n pages = {882--890},\n publisher = {Association for Computational Linguistics},\n title = {Efficient Learning of Multiple {NLP} Tasks via Collective Weight Factorization\non {BERT}},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Concept Embedding Models: Beyond the Accuracy-Explainability Trade-Off.\n \n \n \n \n\n\n \n Zarlenga, M. E.; Barbiero, P.; Ciravegna, G.; Marra, G.; Giannini, F.; Diligenti, M.; Shams, Z.; Precioso, F.; Melacci, S.; Weller, A.; Lió, P.; and Jamnik, M.\n\n\n \n\n\n\n In NeurIPS, 2022. \n \n\n\n\n
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@inproceedings{DBLP:conf/nips/ZarlengaBCMGDSP22,\n author = {Mateo Espinosa Zarlenga and\nPietro Barbiero and\nGabriele Ciravegna and\nGiuseppe Marra and\nFrancesco Giannini and\nMichelangelo Diligenti and\nZohreh Shams and\nFr{\\'{e}}d{\\'{e}}ric Precioso and\nStefano Melacci and\nAdrian Weller and\nPietro Li{\\'{o}} and\nMateja Jamnik},\n bibsource = {dblp computer science bibliography, https://dblp.org},\n biburl = {https://dblp.org/rec/conf/nips/ZarlengaBCMGDSP22.bib},\n booktitle = {NeurIPS},\n keywords = {WP3,WP4,2+TAILOR-Partners},\n timestamp = {Thu, 11 May 2023 17:08:21 +0200},\n title = {Concept Embedding Models: Beyond the Accuracy-Explainability Trade-Off},\n url = {http://papers.nips.cc/paper\\_files/paper/2022/hash/867c06823281e506e8059f5c13a57f75-Abstract-Conference.html},\n url_paper = {https://doi.org/10.48550/arXiv.2209.09056},\n year = {2022}\n}\n\n
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@inproceedings{DBLP:conf/pkdd/MassiddaB22,\n author = {Riccardo Massidda and\nDavide Bacciu},\n booktitle = {{ECML/PKDD} {(1)}},\n doi = {10.1007/978-3-031-26387-3_22},\n keywords = {WP3,WP4},\n pages = {356--371},\n publisher = {Springer},\n series = {Lecture Notes in Computer Science},\n title = {Knowledge-Driven Interpretation of Convolutional Neural Networks},\n url_paper = {https://2022.ecmlpkdd.org/wp-content/uploads/2022/09/sub_505.pdf},\n volume = {13713},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n Per-run Algorithm Selection with Warm-Starting Using Trajectory-Based Features.\n \n \n \n\n\n \n Kostovska, A.; Jankovic, A.; Vermetten, D.; de Nobel, J.; Wang, H.; Eftimov, T.; and Doerr, C.\n\n\n \n\n\n\n In PPSN (1), volume 13398, of Lecture Notes in Computer Science, pages 46–60, 2022. Springer\n \n\n\n\n
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@inproceedings{DBLP:conf/ppsn/KostovskaJVNWED22,\n author = {Ana Kostovska and\nAnja Jankovic and\nDiederick Vermetten and\nJacob de Nobel and\nHao Wang and\nTome Eftimov and\nCarola Doerr},\n booktitle = {{PPSN} {(1)}},\n keywords = {WP7},\n pages = {46--60},\n publisher = {Springer},\n series = {Lecture Notes in Computer Science},\n title = {Per-run Algorithm Selection with Warm-Starting Using Trajectory-Based\nFeatures},\n volume = {13398},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Privacy-Aware Explanations for Team Formation.\n \n \n \n \n\n\n \n Georgara, A.; Rodríguez-Aguilar, J. A.; and Sierra, C.\n\n\n \n\n\n\n In Proceedings of the 24th International Conference on Principles and Practice of Multi-Agent Systems, 2022. \n \n\n\n\n
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@inproceedings{DBLP:conf/prima/Georgara22,\n author = {Georgara, Athina and Rodr\\'{\\i}guez-Aguilar, Juan A. and Sierra, Carles},\n booktitle = {Proceedings of the 24th International Conference on Principles and Practice of Multi-Agent Systems},\n keywords = {WP6},\n publisher = {},\n title = {Privacy-Aware Explanations for Team Formation},\n url_paper = {https://www.iiia.csic.es/media/filer_public/6d/7d/6d7d313d-11b3-4219-a6a0-722863b13d07/prima_2022_paper_2032_camera_ready___privacy-aware_explanations_for_team_formation.pdf},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Investigating Monotone Abstractions.\n \n \n \n \n\n\n \n Cima, G.; Console, M.; Lenzerini, M.; and Poggi, A.\n\n\n \n\n\n\n In Amato, G.; Bartalesi, V.; Bianchini, D.; Gennaro, C.; and Torlone, R., editor(s), Proceedings of the 30th Italian Symposium on Advanced Database Systems, SEBD 2022, Tirrenia (PI), Italy, June 19-22, 2022, volume 3194, of CEUR Workshop Proceedings, pages 522–529, 2022. CEUR-WS.org\n \n\n\n\n
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@inproceedings{DBLP:conf/sebd/CimaCLP22,\n author = {Gianluca Cima and\nMarco Console and\nMaurizio Lenzerini and\nAntonella Poggi},\n bibsource = {dblp computer science bibliography, https://dblp.org},\n biburl = {https://dblp.org/rec/conf/sebd/CimaCLP22.bib},\n booktitle = {Proceedings of the 30th Italian Symposium on Advanced Database Systems,\n{SEBD} 2022, Tirrenia (PI), Italy, June 19-22, 2022},\n editor = {Giuseppe Amato and\nValentina Bartalesi and\nDevis Bianchini and\nClaudio Gennaro and\nRiccardo Torlone},\n keywords = {WP4,WP5},\n pages = {522--529},\n publisher = {CEUR-WS.org},\n series = {{CEUR} Workshop Proceedings},\n timestamp = {Fri, 10 Mar 2023 16:23:21 +0100},\n title = {Investigating Monotone Abstractions},\n url = {https://ceur-ws.org/Vol-3194/paper61.pdf},\n url_paper = {https://ceur-ws.org/Vol-3194/paper61.pdf},\n volume = {3194},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Monant Medical Misinformation Dataset: Mapping Articles to Fact-Checked Claims.\n \n \n \n \n\n\n \n Srba, I.; Pecher, B.; Tomlein, M.; Moro, R.; Stefancova, E.; Simko, J.; and Bielikova, M.\n\n\n \n\n\n\n In Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, pages 2949–2959, 2022. Association for Computing Machinery\n \n\n\n\n
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@inproceedings{DBLP:conf/sigir/srba2022,\n author = {Srba, Ivan and Pecher, Branislav and Tomlein, Matus and Moro, Robert and Stefancova, Elena and Simko, Jakub and Bielikova, Maria},\n booktitle = {Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval},\n keywords = {WP6,A-level},\n pages = {2949–2959},\n publisher = {Association for Computing Machinery},\n title = {Monant Medical Misinformation Dataset: Mapping Articles to Fact-Checked Claims},\n url_paper = {https://arxiv.org/abs/2204.12294},\n year = {2022}\n}\n\n
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@inproceedings{DBLP:conf/ssci/KostovskaDDKPE22,\n author = {Ana Kostovska and\nCarola Doerr and\nSaso Dzeroski and\nDragi Kocev and\nPance Panov and\nTome Eftimov},\n booktitle = {{SSCI}},\n keywords = {WP7},\n pages = {39--46},\n publisher = {{IEEE}},\n title = {Explainable Model-specific Algorithm Selection for Multi-Label Classification},\n year = {2022}\n}\n\n
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@inproceedings{DBLP:conf/xai/tamajka2022,\n author = {Martin Tamajka and Marcel Vesely and Marian Simko},\n booktitle = {Proceedings of Workshop on explainable artificial intelligence XAI at IJCAI2022},\n keywords = {WP6},\n pages = {103-110},\n publisher = {International Joint Conferences on Artificial Intelligence Organization},\n title = {Optimizing Post-hoc Explainability Algorithm for Finding Faithful and Understandable Explanations for a Combination of Model, Task and Data},\n url_paper = {https://drive.google.com/file/d/1TULeerUPQz2bIbKiyPMPtCm02G6lnr7-/view},\n year = {2022}\n}\n\n
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@inproceedings{DBLP:journal/joc/reinboth2022,\n author = {Tim Reinboth and Igor Farkaš},\n journal = {Journal of Cognition},\n keywords = {WP6,A-level},\n number = {1},\n pages = {1--21},\n publisher = {Ubiquity Press},\n title = {Ultimate Grounding of Abstract Concepts: A Graded Account},\n url_paper = {https://www.journalofcognition.org/articles/10.5334/joc.214/},\n volume = {5},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Exploiting environmental signals to enable policy correlation in large-scale decentralized systems.\n \n \n \n \n\n\n \n Danassis, P.; Erden, Z. D.; and Faltings, B.\n\n\n \n\n\n\n Autonomous Agents and Multi-Agent Systems, 36(1): 13. 2022.\n \n\n\n\n
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@article{DBLP:journals/aamas/DanassisEF22,\n author = {Panayiotis Danassis and\nZeki Doruk Erden and\nBoi Faltings},\n journal = {Autonomous Agents and Multi-Agent Systems},\n keywords = {WP6,A-level},\n number = {1},\n pages = {13},\n title = {Exploiting environmental signals to enable policy correlation in large-scale decentralized systems},\n url_paper = {https://link.springer.com/article/10.1007/s10458-021-09541-7},\n volume = {36},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Defense coordination in security games: Equilibrium analysis and mechanism design.\n \n \n \n \n\n\n \n Gan, J.; Elkind, E.; Kraus, S.; and Wooldridge, M. J.\n\n\n \n\n\n\n Artif. Intell., 313: 103791. 2022.\n \n\n\n\n
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@article{DBLP:journals/ai/GanEKW22,\n author = {Jiarui Gan and\nEdith Elkind and\nSarit Kraus and\nMichael J. Wooldridge},\n bibsource = {dblp computer science bibliography, https://dblp.org},\n biburl = {https://dblp.org/rec/journals/ai/GanEKW22.bib},\n doi = {10.1016/j.artint.2022.103791},\n journal = {Artif. Intell.},\n keywords = {WP6},\n pages = {103791},\n timestamp = {Sun, 13 Nov 2022 17:53:51 +0100},\n title = {Defense coordination in security games: Equilibrium analysis and mechanism\ndesign},\n url = {https://doi.org/10.1016/j.artint.2022.103791},\n volume = {313},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n Situation calculus for controller synthesis in manufacturing systems with first-order state representation.\n \n \n \n\n\n \n De Giacomo, G.; Felli, P.; Logan, B.; Patrizi, F.; and Sardiña, S.\n\n\n \n\n\n\n Artif. Intell., 302: 103598. 2022.\n \n\n\n\n
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@article{DBLP:journals/ai/GiacomoFLPS22,\n author = {Giuseppe {De Giacomo} and\nPaolo Felli and\nBrian Logan and\nFabio Patrizi and\nSebastian Sardi{\\~{n}}a},\n journal = {Artif. Intell.},\n keywords = {A-level,WP5,Outside-Europe},\n pages = {103598},\n title = {Situation calculus for controller synthesis in manufacturing systems\nwith first-order state representation},\n volume = {302},\n year = {2022}\n}\n\n
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@article{DBLP:journals/corr/abs-2205-10157,\n author = {Stefano Teso and\nLaurens Bliek and\nAndrea Borghesi and\nMichele Lombardi and\nNeil Yorke{-}Smith and\nTias Guns and\nAndrea Passerini},\n bibsource = {dblp computer science bibliography, https://dblp.org},\n biburl = {https://dblp.org/rec/journals/corr/abs-2205-10157.bib},\n doi = {10.48550/arXiv.2205.10157},\n eprint = {2205.10157},\n eprinttype = {arXiv},\n journal = {CoRR},\n keywords = {WP4,2+TAILOR-Partners},\n timestamp = {Mon, 23 May 2022 14:22:18 +0200},\n title = {Machine Learning for Combinatorial Optimisation of Partially-Specified\nProblems: Regret Minimisation as a Unifying Lens},\n url = {https://doi.org/10.48550/arXiv.2205.10157},\n url_paper = {https://arxiv.org/pdf/2205.10157},\n volume = {abs/2205.10157},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n AMLB: an AutoML Benchmark.\n \n \n \n \n\n\n \n Gijsbers, P.; Bueno, M. L. P.; Coors, S.; LeDell, E.; Poirier, S.; Thomas, J.; Bischl, B.; and Vanschoren, J.\n\n\n \n\n\n\n CoRR, abs/2207.12560. 2022.\n \n\n\n\n
\n\n\n\n \n \n \"AMLB:Paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n \n \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-2207-12560,\n author = {Pieter Gijsbers and\nMarcos L. P. Bueno and\nStefan Coors and\nErin LeDell and\nS{\\'{e}}bastien Poirier and\nJanek Thomas and\nBernd Bischl and\nJoaquin Vanschoren},\n journal = {CoRR},\n keywords = {WP7,A-level,Outside-Europe,2+TAILOR-Partners},\n title = {{AMLB:} an AutoML Benchmark},\n url = {https://doi.org/10.48550/arXiv.2207.12560},\n volume = {abs/2207.12560},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n An Iterative Fixpoint Semantics for MKNF Hybrid Knowledge Bases with Function Symbols.\n \n \n \n \n\n\n \n Marco Alberti, R. Z.; and Lamma, E.\n\n\n \n\n\n\n CoRR, abs/2208.03092. 2022.\n \n\n\n\n
\n\n\n\n \n \n \"An paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-2208-03092,\n author = {Marco Alberti, Riccardo Zese, Fabrizio Riguzzi and Evelina Lamma},\n journal = {CoRR},\n keywords = {WP4},\n title = {An Iterative Fixpoint Semantics for {MKNF} Hybrid Knowledge Bases with Function Symbols},\n url_paper = {https://doi.org/10.48550/arXiv.2208.03092},\n volume = {abs/2208.03092},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Probabilistic Logic Models for the Lightning Network.\n \n \n \n \n\n\n \n Azzolini, D.; and Riguzzi, F.\n\n\n \n\n\n\n Cryptogr., 6(2): 29. 2022.\n \n\n\n\n
\n\n\n\n \n \n \"Probabilistic paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@article{DBLP:journals/cryptography/AzzoliniR22,\n author = {Damiano Azzolini and Fabrizio Riguzzi},\n journal = {Cryptogr.},\n keywords = {WP4},\n number = {2},\n pages = {29},\n title = {Probabilistic Logic Models for the Lightning Network},\n url_paper = {https://doi.org/10.3390/cryptography6020029},\n volume = {6},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Comprehensive comparative study of multi-label classification methods.\n \n \n \n \n\n\n \n Bogatinovski, J.; Todorovski, L.; Dzeroski, S.; and Kocev, D.\n\n\n \n\n\n\n Expert Syst. Appl., 203: 117215. 2022.\n \n\n\n\n
\n\n\n\n \n \n \"ComprehensivePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n\n\n\n
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@article{DBLP:journals/eswa/BogatinovskiTDK22,\n author = {Jasmin Bogatinovski and\nLjupco Todorovski and\nSaso Dzeroski and\nDragi Kocev},\n bibsource = {dblp computer science bibliography, https://dblp.org},\n biburl = {https://dblp.org/rec/journals/eswa/BogatinovskiTDK22.bib},\n doi = {10.1016/j.eswa.2022.117215},\n journal = {Expert Syst. Appl.},\n keywords = {WP7,A-level},\n pages = {117215},\n timestamp = {Wed, 27 Jul 2022 22:16:01 +0200},\n title = {Comprehensive comparative study of multi-label classification methods},\n url = {https://doi.org/10.1016/j.eswa.2022.117215},\n volume = {203},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n Less is more: Selecting the right benchmarking set of data for time series classification.\n \n \n \n\n\n \n Eftimov, T.; Petelin, G.; Cenikj, G.; Kostovska, A.; Ispirova, G.; Korosec, P.; and Bogatinovski, J.\n\n\n \n\n\n\n Expert Syst. Appl., 198: 116871. 2022.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n\n\n\n
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@article{DBLP:journals/eswa/EftimovPCKIKB22,\n author = {Tome Eftimov and\nGasper Petelin and\nGjorgjina Cenikj and\nAna Kostovska and\nGordana Ispirova and\nPeter Korosec and\nJasmin Bogatinovski},\n journal = {Expert Syst. Appl.},\n keywords = {WP7,A-level},\n pages = {116871},\n title = {Less is more: Selecting the right benchmarking set of data for time\nseries classification},\n volume = {198},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n Graphol: A Graphical Language for Ontology Modeling Equivalent to OWL 2.\n \n \n \n\n\n \n Lembo, D.; Santarelli, V.; Savo, D. F.; and De Giacomo, G.\n\n\n \n\n\n\n Future Internet, 14(3): 78. 2022.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@article{DBLP:journals/fi/LemboSSG22,\n author = {Domenico Lembo and\nValerio Santarelli and\nDomenico Fabio Savo and\nGiuseppe {De Giacomo}},\n journal = {Future Internet},\n keywords = {WP5},\n number = {3},\n pages = {78},\n title = {Graphol: {A} Graphical Language for Ontology Modeling Equivalent to\n{OWL} 2},\n volume = {14},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Steps towards causal Formal Concept Analysis.\n \n \n \n \n\n\n \n Bazin, A.; Couceiro, M.; Devignes, M.; and Napoli, A.\n\n\n \n\n\n\n Int. J. Approx. Reason., 142: 338–348. 2022.\n \n\n\n\n
\n\n\n\n \n \n \"Steps paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@article{DBLP:journals/ijar/BazinCDN22,\n author = {Alexandre Bazin and\nMiguel Couceiro and\nMarie{-}Dominique Devignes and\nAmedeo Napoli},\n journal = {Int. J. Approx. Reason.},\n keywords = {WP3},\n pages = {338--348},\n title = {Steps towards causal Formal Concept Analysis},\n url_paper = {https://doi.org/10.1016/j.ijar.2021.12.007},\n volume = {142},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Explaining the performance of multilabel classification methods with data set properties.\n \n \n \n \n\n\n \n Bogatinovski, J.; Todorovski, L.; Dzeroski, S.; and Kocev, D.\n\n\n \n\n\n\n Int. J. Intell. Syst., 37(9): 6080–6122. 2022.\n \n\n\n\n
\n\n\n\n \n \n \"ExplainingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n\n\n\n
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@article{DBLP:journals/ijis/BogatinovskiTDK22,\n author = {Jasmin Bogatinovski and\nLjupco Todorovski and\nSaso Dzeroski and\nDragi Kocev},\n bibsource = {dblp computer science bibliography, https://dblp.org},\n biburl = {https://dblp.org/rec/journals/ijis/BogatinovskiTDK22.bib},\n doi = {10.1002/int.22835},\n journal = {Int. J. Intell. Syst.},\n keywords = {WP7,A-level},\n number = {9},\n pages = {6080--6122},\n timestamp = {Sun, 02 Oct 2022 15:38:03 +0200},\n title = {Explaining the performance of multilabel classification methods with\ndata set properties},\n url = {https://doi.org/10.1002/int.22835},\n volume = {37},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n A tensor framework for learning in structured domains.\n \n \n \n \n\n\n \n Castellana, D.; and Bacciu, D.\n\n\n \n\n\n\n Neurocomputing, 470: 405–426. 2022.\n \n\n\n\n
\n\n\n\n \n \n \"APaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n\n\n\n
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@article{DBLP:journals/ijon/CastellanaB22,\n author = {Daniele Castellana and\nDavide Bacciu},\n doi = {10.1016/j.neucom.2021.05.110},\n journal = {Neurocomputing},\n keywords = {WP4,A-level},\n pages = {405--426},\n title = {A tensor framework for learning in structured domains},\n url = {https://doi.org/10.1016/j.neucom.2021.05.110},\n volume = {470},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Towards learning trustworthily, automatically, and with guarantees on graphs: An overview.\n \n \n \n \n\n\n \n Oneto, L.; Navarin, N.; Biggio, B.; Errica, F.; Micheli, A.; Scarselli, F.; Bianchini, M.; Demetrio, L.; Bongini, P.; Tacchella, A.; and Sperduti, A.\n\n\n \n\n\n\n Neurocomputing, 493: 217–243. 2022.\n \n\n\n\n
\n\n\n\n \n \n \"TowardsPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n\n\n\n
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@article{DBLP:journals/ijon/OnetoNBEMSBDBTS22,\n author = {Luca Oneto and\nNicol{\\`{o}} Navarin and\nBattista Biggio and\nFederico Errica and\nAlessio Micheli and\nFranco Scarselli and\nMonica Bianchini and\nLuca Demetrio and\nPietro Bongini and\nArmando Tacchella and\nAlessandro Sperduti},\n doi = {10.1016/j.neucom.2022.04.072},\n issn = {0925-2312},\n journal = {Neurocomputing},\n keywords = {WP4,A-level},\n pages = {217--243},\n title = {Towards learning trustworthily, automatically, and with guarantees\non graphs: An overview},\n url = {https://doi.org/10.1016/j.neucom.2022.04.072},\n volume = {493},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n Measuring the interestingness of temporal logic behavioral specifications in process mining.\n \n \n \n\n\n \n Cecconi, A.; De Giacomo, G.; Di Ciccio, C.; Maggi, F. M.; and Mendling, J.\n\n\n \n\n\n\n Inf. Syst., 107: 101920. 2022.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n\n\n\n
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@article{DBLP:journals/is/CecconiGCMM22,\n author = {Alessio Cecconi and\nGiuseppe {De Giacomo} and\nClaudio {Di Ciccio} and\nFabrizio Maria Maggi and\nJan Mendling},\n journal = {Inf. Syst.},\n keywords = {A-level,WP5},\n pages = {101920},\n title = {Measuring the interestingness of temporal logic behavioral specifications\nin process mining},\n volume = {107},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Knowledge-Driven Data Ecosystems Toward Data Transparency.\n \n \n \n \n\n\n \n Geisler, S.; Vidal, M.; Cappiello, C.; Lóscio, B. F.; Gal, A.; Jarke, M.; Lenzerini, M.; Missier, P.; Otto, B.; Paja, E.; Pernici, B.; and Rehof, J.\n\n\n \n\n\n\n ACM J. Data Inf. Qual., 14(1): 3:1–3:12. 2022.\n \n\n\n\n
\n\n\n\n \n \n \"Knowledge-DrivenPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n \n \n\n\n\n
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@article{DBLP:journals/jdiq/GeislerVCLGJLMO22,\n author = {Sandra Geisler and\nMaria{-}Esther Vidal and\nCinzia Cappiello and\nBernadette Farias L{\\'{o}}scio and\nAvigdor Gal and\nMatthias Jarke and\nMaurizio Lenzerini and\nPaolo Missier and\nBoris Otto and\nElda Paja and\nBarbara Pernici and\nJakob Rehof},\n doi = {10.1145/3467022},\n journal = {{ACM} J. Data Inf. Qual.},\n keywords = {WP4,WP5,A-level},\n number = {1},\n pages = {3:1--3:12},\n title = {Knowledge-Driven Data Ecosystems Toward Data Transparency},\n url = {https://doi.org/10.1145/3467022},\n volume = {14},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Relational tree ensembles and feature rankings.\n \n \n \n \n\n\n \n Petkovic, M.; Ceci, M.; Pio, G.; Skrlj, B.; Kersting, K.; and Dzeroski, S.\n\n\n \n\n\n\n Knowl. Based Syst., 251: 109254. 2022.\n \n\n\n\n
\n\n\n\n \n \n \"RelationalPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n\n\n\n
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@article{DBLP:journals/kbs/PetkovicCPSKD22,\n author = {Matej Petkovic and\nMichelangelo Ceci and\nGianvito Pio and\nBlaz Skrlj and\nKristian Kersting and\nSaso Dzeroski},\n bibsource = {dblp computer science bibliography, https://dblp.org},\n biburl = {https://dblp.org/rec/journals/kbs/PetkovicCPSKD22.bib},\n doi = {10.1016/j.knosys.2022.109254},\n journal = {Knowl. Based Syst.},\n keywords = {WP4,A-level},\n pages = {109254},\n timestamp = {Thu, 25 Aug 2022 08:37:00 +0200},\n title = {Relational tree ensembles and feature rankings},\n url = {https://doi.org/10.1016/j.knosys.2022.109254},\n volume = {251},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n ReliefE: feature ranking in high-dimensional spaces via manifold embeddings.\n \n \n \n \n\n\n \n Skrlj, B.; Dzeroski, S.; Lavrac, N.; and Petkovic, M.\n\n\n \n\n\n\n Mach. Learn., 111(1): 273–317. 2022.\n \n\n\n\n
\n\n\n\n \n \n \"ReliefE:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@article{DBLP:journals/ml/SkrljDLP22,\n author = {Blaz Skrlj and\nSaso Dzeroski and\nNada Lavrac and\nMatej Petkovic},\n bibsource = {dblp computer science bibliography, https://dblp.org},\n biburl = {https://dblp.org/rec/journals/ml/SkrljDLP22.bib},\n doi = {10.1007/s10994-021-05998-5},\n journal = {Mach. Learn.},\n keywords = {WP4},\n number = {1},\n pages = {273--317},\n timestamp = {Fri, 13 May 2022 19:52:42 +0200},\n title = {ReliefE: feature ranking in high-dimensional spaces via manifold embeddings},\n url = {https://doi.org/10.1007/s10994-021-05998-5},\n volume = {111},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Feature ranking for semi-supervised learning.\n \n \n \n \n\n\n \n Petkovic, M.; Dzeroski, S.; and Kocev, D.\n\n\n \n\n\n\n Mach. Learn.. 2022.\n \n\n\n\n
\n\n\n\n \n \n \"FeaturePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@article{DBLP:journals/ml/SkrljDLP22,\n author = {Matej Petkovic and\nSaso Dzeroski and\nDragi Kocev},\n doi = {10.1007/s10994-022-06181-0},\n journal = {Mach. Learn.},\n keywords = {WP4},\n number = {},\n pages = {},\n title = {Feature ranking for semi-supervised learning},\n url = {https://doi.org/10.1007/s10994-022-06181-0},\n volume = {},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n A Survey on the Fine-grained Complexity of Constraint Satisfaction Problems Based on Partial Polymorphisms.\n \n \n \n \n\n\n \n Couceiro, M.; Haddad, L.; and Lagerkvist, V.\n\n\n \n\n\n\n J. Multiple Valued Log. Soft Comput., 38(1-2): 115–136. 2022.\n \n\n\n\n
\n\n\n\n \n \n \"A paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@article{DBLP:journals/mvl/CouceiroHL22,\n author = {Miguel Couceiro and\nLucien Haddad and\nVictor Lagerkvist},\n journal = {J. Multiple Valued Log. Soft Comput.},\n keywords = {WP3},\n number = {1-2},\n pages = {115--136},\n title = {A Survey on the Fine-grained Complexity of Constraint Satisfaction\nProblems Based on Partial Polymorphisms},\n url_paper = {https://www.oldcitypublishing.com/journals/mvlsc-home/mvlsc-issue-contents/mvlsc-volume-38-number-1-2-2022/mvlsc-38-1-2-p-115-136/},\n volume = {38},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n A tool for compiling Declarative Process Mining problems in ASP.\n \n \n \n \n\n\n \n Chiariello, F.; Maggi, F. M.; and Patrizi, F.\n\n\n \n\n\n\n Softw. Impacts, 14: 100435. 2022.\n \n\n\n\n
\n\n\n\n \n \n \"APaper\n  \n \n \n \"A paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@article{DBLP:journals/simpa/ChiarielloMP22,\n author = {Francesco Chiariello and\nFabrizio Maria Maggi and\nFabio Patrizi},\n doi = {10.1016/j.simpa.2022.100435},\n journal = {Softw. Impacts},\n keywords = {WP5},\n pages = {100435},\n title = {A tool for compiling Declarative Process Mining problems in {ASP}},\n url = {https://doi.org/10.1016/j.simpa.2022.100435},\n url_paper = {https://doi.org/10.1016/j.simpa.2022.100435},\n volume = {14},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Enhancing and Evaluating the Product Fuzzy DPLL Solver.\n \n \n \n \n\n\n \n Uhliarik, I.\n\n\n \n\n\n\n SN Comput. Sci., 3(5): 388. 2022.\n \n\n\n\n
\n\n\n\n \n \n \"EnhancingPaper\n  \n \n \n \"Enhancing paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@article{DBLP:journals/sncs/Uhliarik22,\n author = {Ivor Uhliarik},\n doi = {10.1007/s42979-022-01192-z},\n journal = {{SN} Comput. Sci.},\n keywords = {WP3},\n number = {5},\n pages = {388},\n title = {Enhancing and Evaluating the Product Fuzzy {DPLL} Solver},\n url = {https://doi.org/10.1007/s42979-022-01192-z},\n url_paper = {https://dai.fmph.uniba.sk/~uhliarik/sncs_2022_accepted.pdf},\n volume = {3},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n Monitoring Constraints and Metaconstraints with Temporal Logics on Finite Traces.\n \n \n \n\n\n \n De Giacomo, G.; Masellis, R. D.; Maggi, F. M.; and Montali, M.\n\n\n \n\n\n\n ACM Trans. Softw. Eng. Methodol., 31(4): 68:1–68:44. 2022.\n \n\n\n\n
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@article{DBLP:journals/tosem/GiacomoMMM22,\n author = {Giuseppe {De Giacomo} and\nRiccardo De Masellis and\nFabrizio Maria Maggi and\nMarco Montali},\n journal = {{ACM} Trans. Softw. Eng. Methodol.},\n keywords = {A-level,WP5},\n number = {4},\n pages = {68:1--68:44},\n title = {Monitoring Constraints and Metaconstraints with Temporal Logics on\nFinite Traces},\n volume = {31},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n HADA: An automated tool for hardware dimensioning of AI applications.\n \n \n \n\n\n \n De Filippo, A.; Borghesi, A.; Boscarino, A.; and Milano, M.\n\n\n \n\n\n\n Knowledge-Based Systems, 251: 109199. 2022.\n \n\n\n\n
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@article{de2022hada,\n author = {De Filippo, Allegra and Borghesi, Andrea and Boscarino, Andrea and Milano, Michela},\n journal = {Knowledge-Based Systems},\n keywords = {WP4,WP7},\n pages = {109199},\n publisher = {Elsevier},\n title = {HADA: An automated tool for hardware dimensioning of AI applications},\n volume = {251},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n When Should We Use Linear Explanations.\n \n \n \n \n\n\n \n Delaunay, J.; Galárraga, L.; and Largouët, C.\n\n\n \n\n\n\n In CIKM 2022 - International Conference on Knowledge Management, Atlanta, USA, October 2022. \n \n\n\n\n
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@inproceedings{Delaunay22:cikm,\n address = {Atlanta, USA},\n author = {Delaunay, Julien and Gal{\\'a}rraga, Luis and Largou{\\"e}t, Christine},\n booktitle = {{CIKM 2022 - International Conference on Knowledge Management}},\n keywords = {WP3},\n month = {October},\n title = {{When Should We Use Linear Explanations}},\n url_paper = {http://luisgalarraga.de/docs/ape-cikm2022.pdf},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n Online Learning of Variable Ordering Heuristics for Constraint Optimisation Problems.\n \n \n \n\n\n \n Doolaard, F.; and Yorke-Smith, N.\n\n\n \n\n\n\n Annals of Mathematics and Artificial Intelligence. 2022.\n \n\n\n\n
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@article{Doolaard22:online,\n author = {Doolaard, F. and Yorke-Smith, N.},\n journal = {Annals of Mathematics and Artificial Intelligence},\n keywords = {WP4},\n title = {Online Learning of Variable Ordering Heuristics for Constraint Optimisation Problems},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n Learning to Cooperate with Completely Unknown Teammates.\n \n \n \n\n\n \n Neves, A.; and Sardinha, A.\n\n\n \n\n\n\n In Progress in Artificial Intelligence, Cham, 2022. Springer International Publishing\n \n\n\n\n
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@inproceedings{epia22ns,\n address = {Cham},\n author = {Neves, Alexandre and Sardinha, Alberto},\n booktitle = {Progress in Artificial Intelligence},\n keywords = {WP6},\n publisher = {Springer International Publishing},\n title = {Learning to Cooperate with Completely Unknown Teammates},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Agent-Based Simulation of Short-Term Peer-to-Peer Rentals: Evidence from the Amsterdam Housing Market.\n \n \n \n \n\n\n \n Overwater, A.; and Yorke-Smith, N.\n\n\n \n\n\n\n Environment and Planning B: Urban Analytics and City Science, 49(1): 223–-240. 2022.\n \n\n\n\n
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@article{epuacs2022oy,\n author = {Arnold Overwater and Neil Yorke-Smith},\n journal = {Environment and Planning B: Urban Analytics and City Science},\n keywords = {WP6},\n number = {1},\n pages = {223–-240},\n title = {Agent-Based Simulation of Short-Term Peer-to-Peer Rentals: Evidence from the {A}msterdam Housing Market},\n url_paper = {http://homepage.tudelft.nl/0p6y8/papers/j34.pdf},\n volume = {49},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n s-LIME: Reconciling Locality and Fidelity in Linear Explanations.\n \n \n \n \n\n\n \n Gaudel, R.; Galárraga, L.; Delaunay, J.; Rozé, L.; and Bhargava, V.\n\n\n \n\n\n\n In IDA 2022 - Symposium on Intelligent Data Analysis, pages 1-13, Rennes, France, April 2022. \n \n\n\n\n
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@inproceedings{gaudel:hal-03741042,\n address = {Rennes, France},\n author = {Gaudel, Romaric and Gal{\\'a}rraga, Luis and Delaunay, Julien and Roz{\\'e}, Laurence and Bhargava, Vaishnavi},\n booktitle = {{IDA 2022 - Symposium on Intelligent Data Analysis}},\n keywords = {WP3},\n month = {April},\n pages = {1-13},\n title = {{s-LIME: Reconciling Locality and Fidelity in Linear Explanations}},\n url = {https://hal.inria.fr/hal-03741042},\n url_paper = {https://hal.inria.fr/hal-03741042/file/main.pdf},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Utilising Assessment List for Trustworthy AI: Three Areas of Improvement.\n \n \n \n \n\n\n \n Gavornik, A.; Podroužek, J.; Mesarčík, M.; Solarova, S.; Oresko, S.; and Bielikova, M.\n\n\n \n\n\n\n In Esma Aïmeur, N. E. D. F., editor(s), : 2nd Workshop on Adverse Impacts and Collateral Effects of Artificial Intelligence Technologies, pages 37-45, 7 2022. International Joint Conferences on Artificial Intelligence Organization\n \n\n\n\n
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@inproceedings{Gavornik2022,\n author = {Gavornik, Adrian and Podroužek, Juraj and Mesarčík, Matúš and Solarova, Sara and Oresko, Stefan and Bielikova, Maria},\n booktitle = {: 2nd Workshop on Adverse Impacts and Collateral Effects of\nArtificial Intelligence Technologies},\n editor = {Esma Aïmeur, Nicolás E. Díaz Ferreyra, Hicham Hage},\n keywords = {WP6},\n month = {7},\n pages = {37-45},\n publisher = {International Joint Conferences on Artificial Intelligence Organization},\n title = {Utilising Assessment List for Trustworthy AI: Three Areas of Improvement},\n url = {https://ceur-ws.org/Vol-3275/paper3.pdf},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Symbolic Knowledge Extraction from Opaque Machine Learning Predictors: GridREx & PEDRO.\n \n \n \n \n\n\n \n Sabbatini, F.; and Calegari, R.\n\n\n \n\n\n\n In 19th International Conference on Principles of Knowledge Representation and Reasoning (KR 2022), pages 554–563, Haifa, Israel, July 31–August 5 2022. IJCAI Organization\n \n\n\n\n
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@inproceedings{gridrex-kr2022,\n address = {Haifa, Israel},\n author = {Sabbatini, Federico and Calegari, Roberta},\n booktitle = {19th International Conference on Principles of Knowledge Representation and Reasoning (KR 2022)},\n doi = {10.24963/kr.2022/57},\n isbn = {978-1-956792-01-0},\n issn = {2334-1033},\n keywords = {WP3},\n month = {July 31--August 5},\n pages = {554--563},\n publisher = {IJCAI Organization},\n title = {Symbolic Knowledge Extraction from Opaque Machine Learning Predictors: {GridREx} {\\&} {PEDRO}},\n url = {https://proceedings.kr.org/2022/57/},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Transferring Learned Models of Morphological Analogy.\n \n \n \n \n\n\n \n Marquer, E.; Murena, P.; and Couceiro, M.\n\n\n \n\n\n\n In ATA@ICCBR2022 - Analogies: from Theory to Applications (ATA@ICCBR2022), Nancy, France, 2022. \n \n\n\n\n
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@inproceedings{hal-03783959,\n address = {Nancy, France},\n author = {Marquer, Esteban and Murena, Pierre-Alexandre and Couceiro, Miguel},\n booktitle = {{ATA@ICCBR2022 - Analogies: from Theory to Applications (ATA@ICCBR2022)}},\n keywords = {WP3},\n title = {{Transferring Learned Models of Morphological Analogy}},\n url = {https://hal.inria.fr/hal-03783959},\n url_paper = {https://hal.inria.fr/hal-03783959/file/ATA_ICCBR_2022_Transferring_Analogy.pdf},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n A fresh approach to evaluate performance in distributed parallel genetic algorithms.\n \n \n \n \n\n\n \n Harada, T.; Alba, E.; and Luque, G.\n\n\n \n\n\n\n Applied Soft Computing, 119: 108540. 2022.\n \n\n\n\n
\n\n\n\n \n \n \"APaper\n  \n \n \n \"A paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n\n\n\n
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@article{HARADA2022108540,\n author = {Tomohiro Harada and Enrique Alba and Gabriel Luque},\n doi = {https://doi.org/10.1016/j.asoc.2022.108540},\n issn = {1568-4946},\n journal = {Applied Soft Computing},\n keywords = {WP7,Outside-Europe},\n pages = {108540},\n title = {A fresh approach to evaluate performance in distributed parallel genetic algorithms},\n url = {https://www.sciencedirect.com/science/article/pii/S1568494622000722},\n url_paper = {https://arxiv.org/abs/2106.09922},\n volume = {119},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n An API for DL Abduction Solvers (Extended Abstract).\n \n \n \n \n\n\n \n Zuzana Hlávková, M. H.; and Pukancová, J.\n\n\n \n\n\n\n In The Third Workshop on Explainable Logic-Based Knowledge Representation (XLoKR 2022), 2022. \n \n\n\n\n
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@inproceedings{Hlavkova2022,\n author = {Zuzana Hlávková, Martin Homola, Patrick Koopmann and Júlia Pukancová},\n booktitle = {The Third Workshop on Explainable Logic-Based Knowledge Representation (XLoKR 2022)},\n keywords = {WP3},\n title = {An API for DL Abduction Solvers (Extended Abstract)},\n url_paper = {https://drive.google.com/file/d/1_RjhzromHOicOLkwWlwClAKmLhw2B24R/view},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Bias in Automated Speaker Recognition.\n \n \n \n \n\n\n \n Hutiri, W. T.; and Ding, A. Y.\n\n\n \n\n\n\n In Proceedings of ACM FAccT 2022, ​​Seoul, Republic of Korea, June 2022. \n \n\n\n\n
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@inproceedings{Hutiri22:bias,\n address = {​​Seoul, Republic of Korea},\n author = {Wiebke Toussaint Hutiri and Aaron Yi Ding},\n booktitle = {Proceedings of ACM FAccT 2022},\n keywords = {WP3,A-level},\n month = {June},\n title = {Bias in Automated Speaker Recognition},\n url_paper = {https://arxiv.org/pdf/2201.09486.pdf},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Detecting Unsolvability Based on Separating Functions.\n \n \n \n \n\n\n \n Christen, R.; Eriksson, S.; Pommerening, F.; and Helmert, M.\n\n\n \n\n\n\n In ICAPS, pages 44–52, 2022. \n \n\n\n\n
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@inproceedings{icaps2022ceph,\n author = {Remo Christen and Salom{\\'e} Eriksson and Florian Pommerening and Malte Helmert},\n booktitle = {ICAPS},\n keywords = {WP5,A-level},\n pages = {44--52},\n title = {Detecting Unsolvability Based on Separating Functions},\n url_paper = {https://ai.dmi.unibas.ch/papers/christen-et-al-icaps2022.pdf},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n Best-First Width Search for Lifted Classical Planning.\n \n \n \n\n\n \n Corrêa, A. B.; and Seipp, J.\n\n\n \n\n\n\n In ICAPS, pages 11–15, 2022. \n \n\n\n\n
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@inproceedings{icaps2022cs,\n author = {Augusto B. Corr{\\^e}a and Jendrik Seipp},\n booktitle = {{ICAPS}},\n keywords = {WP5,A-level,2+TAILOR-Partners},\n pages = {11--15},\n title = {Best-First Width Search for Lifted Classical Planning},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Neural Network Heuristic Functions for Classical Planning: Bootstrapping and Comparison to Other Methods.\n \n \n \n \n\n\n \n Ferber, P.; Geißer, F.; Trevizan, F.; Helmert, M.; and Hoffmann, J.\n\n\n \n\n\n\n In ICAPS, pages 583–587, 2022. \n \n\n\n\n
\n\n\n\n \n \n \"Neural paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n \n \n\n\n\n
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@inproceedings{icaps2022fgthh,\n author = {Patrick Ferber and Florian Gei{\\ss}er and Felipe Trevizan and Malte Helmert and Joerg Hoffmann},\n booktitle = {ICAPS},\n keywords = {WP5,Outside-Europe,A-level},\n pages = {583--587},\n title = {Neural Network Heuristic Functions for Classical Planning: Bootstrapping and Comparison to Other Methods},\n url_paper = {https://ai.dmi.unibas.ch/papers/ferber-et-al-icaps2022.pdf},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n On the Complexity of Heuristic Synthesis for Satisficing Classical Planning: Potential Heuristics and Beyond.\n \n \n \n \n\n\n \n Helmert, M.; Sievers, S.; Rovner, A.; and Corrêa, A. B.\n\n\n \n\n\n\n In ICAPS, pages 124–133, 2022. \n \n\n\n\n
\n\n\n\n \n \n \"On paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n\n\n\n
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@inproceedings{icaps2022hsrc,\n author = {Malte Helmert and Silvan Sievers and Alexander Rovner and Augusto B. Corr{\\^e}a},\n booktitle = {ICAPS},\n keywords = {WP5,A-level},\n pages = {124--133},\n title = {On the Complexity of Heuristic Synthesis for Satisficing Classical Planning: Potential Heuristics and Beyond},\n url_paper = {https://ai.dmi.unibas.ch/papers/helmert-et-al-icaps2022.pdf},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Cost Partitioning Heuristics for Stochastic Shortest Path Problems.\n \n \n \n \n\n\n \n Klößner, T.; Pommerening, F.; Keller, T.; and Röger, G.\n\n\n \n\n\n\n In ICAPS, pages 193–202, 2022. \n \n\n\n\n
\n\n\n\n \n \n \"Cost paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n\n\n\n
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@inproceedings{icaps2022kpkr,\n author = {Thorsten Kl{\\"{o}}{\\ss}ner and Florian Pommerening and Thomas Keller and Gabriele R{\\"{o}}ger},\n booktitle = {ICAPS},\n keywords = {WP5,A-level},\n pages = {193--202},\n title = {Cost Partitioning Heuristics for Stochastic Shortest Path Problems},\n url_paper = {https://ai.dmi.unibas.ch/papers/kloessner-et-al-icaps2022.pdf},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Debugging a Policy: Automatic Action-Policy Testing in AI Planning.\n \n \n \n \n\n\n \n Steinmetz, M.; Fišer, D.; Eniser, H. F.; Ferber, P.; Gros, T.; Heim, P.; Höller, D.; Schuler, X.; Wüstholz, V.; Christakis, M.; and Hoffmann, J.\n\n\n \n\n\n\n In ICAPS, pages 353–361, 2022. \n \n\n\n\n
\n\n\n\n \n \n \"Debugging paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n\n\n\n
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@inproceedings{icaps2022sfefghhswch,\n author = {Marcel Steinmetz and Daniel Fi{\\v{s}}er and Hasan Ferit Eniser and Patrick Ferber and Timo Gros and Philippe Heim and Daniel H{\\"{o}}ller and Xandra Schuler and Valentin W{\\"{u}}stholz and Maria Christakis and Joerg Hoffmann},\n booktitle = {ICAPS},\n keywords = {WP5,A-level},\n pages = {353--361},\n title = {Debugging a Policy: Automatic Action-Policy Testing in AI Planning},\n url_paper = {https://ai.dmi.unibas.ch/papers/steinmetz-et-al-icaps2022.pdf},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n New Refinement Strategies for Cartesian Abstractions.\n \n \n \n \n\n\n \n Speck, D.; and Seipp, J.\n\n\n \n\n\n\n In ICAPS, pages 348–352, 2022. \n \n\n\n\n
\n\n\n\n \n \n \"New paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n\n\n\n
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@inproceedings{icaps2022ss,\n author = {David Speck and Jendrik Seipp},\n booktitle = {{ICAPS}},\n keywords = {WP5,A-level},\n pages = {348--352},\n title = {New Refinement Strategies for Cartesian Abstractions},\n url_paper = {https://rlplab.com/papers/speck-seipp-icaps2022.pdf},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Loopless Top-k Planning.\n \n \n \n \n\n\n \n von Tschammer , J.; Mattmüller, R.; and Speck, D.\n\n\n \n\n\n\n In ICAPS, pages 380–384, 2022. \n \n\n\n\n
\n\n\n\n \n \n \"Loopless paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n\n\n\n
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@inproceedings{icaps2022vms,\n author = {Julian {von Tschammer} and Robert Mattmüller and David Speck},\n booktitle = {{ICAPS}},\n keywords = {WP5,A-level},\n pages = {380--384},\n title = {Loopless Top-k Planning},\n url_paper = {https://rlplab.com/papers/vontschammer-et-al-icaps2022.pdf},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n ${\\}pi$BO: Augmenting Acquisition Functions with User Beliefs for Bayesian Optimization.\n \n \n \n \n\n\n \n Hvarfner, C.; Stoll, D.; Souza, A.; Nardi, L.; Lindauer, M.; and Hutter, F.\n\n\n \n\n\n\n In International Conference on Learning Representations, 2022. \n \n\n\n\n
\n\n\n\n \n \n \"${\\}pi$BO: paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@inproceedings{iclr2022hssnlh,\n author = {Carl Hvarfner and Danny Stoll and Artur Souza and Luigi Nardi and Marius Lindauer and Frank Hutter},\n booktitle = {International Conference on Learning Representations},\n keywords = {WP7},\n title = {\\${\\textbackslash}pi\\${BO}: Augmenting Acquisition Functions with User Beliefs for Bayesian Optimization},\n url_paper = {https://openreview.net/forum?id=MMAeCXIa89},\n year = {2022}\n}\n\n
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@inproceedings{iclr2022mwzkzmsyh,\n author = {Yash Mehta and Colin White and Arber Zela and Arjun Krishnakumar and Guri Zabergja and Shakiba Moradian and Mahmoud Safari and Kaicheng Yu and Frank Hutter},\n booktitle = {International Conference on Learning Representations},\n keywords = {WP7,A-level},\n title = {{NAS}-Bench-Suite: {NAS} Evaluation is (Now) Surprisingly Easy},\n url_paper = {https://openreview.net/pdf?id=0DLwqQLmqV},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Learning and Exploiting Progress States in Greedy Best-First Search.\n \n \n \n \n\n\n \n Ferber, P.; Cohen, L.; Seipp, J.; and Keller, T.\n\n\n \n\n\n\n In IJCAI, pages 4740–4746, 2022. \n \n\n\n\n
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@inproceedings{ijcai2022fcsk,\n author = {Patrick Ferber and Liat Cohen and Jendrik Seipp and Thomas Keller},\n booktitle = {IJCAI},\n keywords = {WP5,2+TAILOR-Partners,A-level},\n pages = {4740--4746},\n title = {Learning and Exploiting Progress States in Greedy Best-First Search},\n url_paper = {https://ai.dmi.unibas.ch/papers/ferber-et-al-ijcai2022.pdf},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Automated Program Analysis: Revisiting Precondition Inference through Constraint Acquisition.\n \n \n \n \n\n\n \n Menguy, G.; Bardin, S.; Lazaar, N.; and Gotlieb, A.\n\n\n \n\n\n\n In IJCAI, 2022. \n \n\n\n\n
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@inproceedings{IJCAI22mblg,\n author = {Gr{\\'{e}}goire Menguy and\nS{\\'{e}}bastien Bardin and\nNadjib Lazaar and\nArnaud Gotlieb},\n booktitle = { {IJCAI}},\n doi = {10.24963/ijcai.2022/260},\n keywords = {WP5,WP4,A-level},\n title = {Automated Program Analysis: Revisiting Precondition Inference through\nConstraint Acquisition},\n url_paper = {https://doi.org/10.24963/ijcai.2022/260},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n Markov Abstractions for PAC Reinforcement Learning in Non-Markov Decision Processes.\n \n \n \n\n\n \n Ronca, A.; Paludo Licks, G.; and De Giacomo, G.\n\n\n \n\n\n\n In IJCAI, 2022. \n \n\n\n\n
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@inproceedings{ijcai22rpd,\n author = {Alessandro Ronca and\nGabriel {Paludo Licks} and\nGiuseppe {De Giacomo}},\n booktitle = {{IJCAI}},\n doi = {10.24963/ijcai.2022/473},\n keywords = {WP5,A-level},\n title = {Markov Abstractions for {PAC} Reinforcement Learning in Non-{M}arkov\nDecision Processes},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n Explaining the Behaviour of Hybrid Systems with PDDL+ Planning.\n \n \n \n\n\n \n Aineto, D.; Onaindia, E.; Ramírez, M.; Scala, E.; and Serina, I.\n\n\n \n\n\n\n In IJCAI, pages 4567–4573, 2022. ijcai.org\n \n\n\n\n
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@inproceedings{ijcaiAinetoORSS22,\n author = {Diego Aineto and Eva Onaindia and Miquel Ram{\\'{\\i}}rez and Enrico Scala and Ivan Serina},\n booktitle = {{IJCAI}},\n keywords = {WP5,A-level,Outside-Europe},\n pages = {4567--4573},\n publisher = {ijcai.org},\n title = {Explaining the Behaviour of Hybrid Systems with {PDDL+} Planning},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n From Simultaneous to Streaming Machine Translation by Leveraging Streaming History.\n \n \n \n \n\n\n \n Iranzo-Sánchez, J.; Civera, J.; and Juan, A.\n\n\n \n\n\n\n In Proc. 60th Annual Meeting of the Association for Computational Linguistics Vol. 1: Long Papers (ACL 2022), pages 6972–6985, Dublin (Ireland), 2022. \n \n\n\n\n
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@inproceedings{Iranzo-Sanchez2022,\n address = {Dublin (Ireland)},\n author = {Iranzo-Sánchez, Javier and Civera, Jorge and Juan, Alfons},\n booktitle = {Proc. 60th Annual Meeting of the Association for Computational Linguistics Vol. 1: Long Papers (ACL 2022)},\n date = {2022-01-01},\n doi = {10.18653/v1/2022.acl-long.480},\n keywords = {WP7},\n pages = {6972--6985},\n title = {From Simultaneous to Streaming Machine Translation by Leveraging Streaming History},\n url = {https://arxiv.org/abs/2203.02459\nhttps://github.com/jairsan/Speech_Translation_Segmenter},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n Perceive, Represent, Generate: Translating Multimodal Information to Robotic Motion Trajectories.\n \n \n \n\n\n \n Vital, F.; Vasco, M.; Sardinha, A.; and Melo, F. S.\n\n\n \n\n\n\n In IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), oct 2022. \n \n\n\n\n
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@inproceedings{iros2021vvsm,\n author = {F{\\'a}bio Vital and Miguel Vasco and Alberto Sardinha and Francisco S. Melo},\n booktitle = {IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)},\n keywords = {WP6,A-level},\n month = {oct},\n title = {Perceive, Represent, Generate: Translating Multimodal Information to Robotic Motion Trajectories},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Digital Twins Composition via Markov Decision Processes.\n \n \n \n \n\n\n \n De Giacomo, G.; Favorito, M.; Mecella, M.; Leotta, F.; and Silo, L.\n\n\n \n\n\n\n In ITAL-IA Workshop, 2022. \n \n\n\n\n
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@inproceedings{italia2022dfmls,\n author = {Giuseppe {De Giacomo} and Marco Favorito and Massimo Mecella and Francesco Leotta and Luciana Silo},\n booktitle = {{ITAL-IA} Workshop},\n keywords = {WP5},\n title = {Digital Twins Composition via Markov Decision Processes},\n url_paper = {https://whitemech.github.io/papers/2022/italia2022dfmls.pdf},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n SAMBA: A Generic Framework for Secure Federated Multi-Armed Bandits.\n \n \n \n \n\n\n \n Ciucanu, R.; Lafourcade, P.; Marcadet, G.; and Soare, M.\n\n\n \n\n\n\n J. Artif. Intell. Res., 73: 737–765. 2022.\n \n\n\n\n
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@article{jair2022clms,\n author = {Radu Ciucanu and\nPascal Lafourcade and\nGael Marcadet and\nMarta Soare},\n doi = {10.1613/jair.1.13163},\n journal = {J. Artif. Intell. Res.},\n keywords = {WP3},\n pages = {737--765},\n title = {{SAMBA:} {A} Generic Framework for Secure Federated Multi-Armed Bandits},\n url = {https://doi.org/10.1613/jair.1.13163},\n url_paper = {https://www.jair.org/index.php/jair/article/view/13163/26774},\n volume = {73},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Secure Protocols for Cumulative Reward Maximization in Stochastic Multi-Armed Bandits.\n \n \n \n \n\n\n \n Ciucanu, R.; Lafourcade, P.; Lombard-Platet, M.; and Soare, M.\n\n\n \n\n\n\n Journal of Computer Security (JCS). 2022.\n Accepted (to appear)\n\n\n\n
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@article{jcs2022clls,\n author = {Ciucanu, R. and Lafourcade, P. and {Lombard-Platet}, M. and Soare, M.},\n journal = {Journal of Computer Security (JCS)},\n keywords = {WP3},\n note = {Accepted (to appear)},\n title = {{Secure Protocols for Cumulative Reward Maximization in Stochastic Multi-Armed Bandits}},\n url_paper = {https://lig-membres.imag.fr/ciucanu/preprints/CLLS22.pdf},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n Speeding up neural network robustness verification via algorithm configuration and an optimised mixed integer linear programming solver portfolio.\n \n \n \n\n\n \n König, M.; Hoos, H. H; and van Rijn, J. N.\n\n\n \n\n\n\n Machine Learning, 111(9). 2022.\n \n\n\n\n
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@article{konig2022speeding,\n author = {K{\\"o}nig, Matthias and Hoos, Holger H and van Rijn, Jan Nicolaas},\n journal = {Machine Learning},\n keywords = {WP3,WP7,A-level},\n number = {9},\n publisher = {Springer},\n title = {Speeding up neural network robustness verification via algorithm configuration and an optimised mixed integer linear programming solver portfolio},\n volume = {111},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n A catalogue with semantic annotations makes multilabel datasets FAIR.\n \n \n \n \n\n\n \n Kostovska, A.; Bogatinovski, J.; Džeroski, S.; Kocev, D.; and Panov, P.\n\n\n \n\n\n\n Scientific Reports, 12(7267): 1–11. 2022.\n \n\n\n\n
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@article{kostovska2022fair,\n author = {Ana Kostovska and Jasmin Bogatinovski and Sa\\v{s}o D\\v{z}eroski and Dragi Kocev and Pan\\v{c}e Panov},\n doi = {10.1038/s41598-022-11316-3},\n journal = {{Scientific Reports}},\n keywords = {WP7,A-level},\n number = {7267},\n pages = {1--11},\n publisher = {Nature Publishing Group},\n title = {A catalogue with semantic annotations makes multilabel datasets FAIR},\n url = {https://doi.org/10.1038/s41598-022-11316-3},\n volume = {12},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Online Grounding of Symbolic Planning Domains in Unknown Environments.\n \n \n \n \n\n\n \n Lamanna, L.; Serafini, L.; Saetti, A.; Gerevini, A.; and Traverso, P.\n\n\n \n\n\n\n In KR, 2022. \n \n\n\n\n
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@inproceedings{kr2022lssgt,\n author = {Leonardo Lamanna and\nLuciano Serafini and\nAlessandro Saetti and\nAlfonso Gerevini and\nPaolo Traverso},\n booktitle = {{KR}},\n keywords = {WP5,A-level},\n title = {Online Grounding of Symbolic Planning Domains in Unknown Environments},\n url_paper = {https://proceedings.kr.org/2022/53/kr2022-0053-lamanna-et-al.pdf},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n What makes multi-class imbalanced problems difficult? An experimental study.\n \n \n \n \n\n\n \n Lango, M.; and Stefanowski, J.\n\n\n \n\n\n\n Expert Systems with Applications, 199: 116962. 2022.\n \n\n\n\n
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@article{lango2022makes,\n author = {Lango, Mateusz and Stefanowski, Jerzy},\n journal = {Expert Systems with Applications},\n keywords = {WP3},\n pages = {116962},\n publisher = {Elsevier},\n title = {What makes multi-class imbalanced problems difficult? An experimental study},\n url = {https://doi.org/10.1016/j.eswa.2022.116962},\n volume = {199},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n A Comparative Study of Two Rule-Based Explanation Methods for Diabetic Retinopathy Risk Assessment.\n \n \n \n \n\n\n \n Maaroof, N.; Moreno, A.; Valls, A.; Jabreel, M.; and Szeląg, M.\n\n\n \n\n\n\n Applied Sciences, 12(7). 2022.\n \n\n\n\n
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@article{Maa_Mor_Val_Jab_Sze_2022,\n article-number = {3358},\n author = {Maaroof, Najlaa and Moreno, Antonio and Valls, Aida and Jabreel, Mohammed and Szeląg, Marcin},\n doi = {10.3390/app12073358},\n journal = {Applied Sciences},\n keywords = {WP3},\n number = {7},\n title = {A Comparative Study of Two Rule-Based Explanation Methods for Diabetic Retinopathy Risk Assessment},\n url_paper = {https://www.mdpi.com/2076-3417/12/7/3358},\n volume = {12},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Enhancing speech privacy with slicing.\n \n \n \n \n\n\n \n Maouche, M.; Srivastava, B. M. L.; Vauquier, N.; Bellet, A.; Tommasi, M.; and Vincent, E.\n\n\n \n\n\n\n In Interspeech 2022, September 2022. \n \n\n\n\n
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@inproceedings{maouche:hal-03369137,\n author = {Maouche, Mohamed and Srivastava, Brij Mohan Lal and Vauquier, Nathalie and Bellet, Aur{\\'e}lien and Tommasi, Marc and Vincent, Emmanuel},\n booktitle = {Interspeech 2022},\n keywords = {WP3,A-level},\n month = {September},\n title = {Enhancing speech privacy with slicing},\n url_paper = {https://hal.inria.fr/hal-03369137/file/maouche_IS2022.pdf},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n VAEL: Bridging Variational Autoencoders and Probabilistic Logic Programming.\n \n \n \n\n\n \n Misino, E.; Marra, G.; and Sansone, E.\n\n\n \n\n\n\n In Neural Information Processing Systems (NeurIPS), 2022. \n \n\n\n\n
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@inproceedings{misino2022vael,\n author = {Misino, Eleonora and Marra, Giuseppe and Sansone, Emanuele},\n booktitle = {Neural Information Processing Systems (NeurIPS)},\n keywords = {WP4},\n title = {VAEL: Bridging Variational Autoencoders and Probabilistic Logic Programming},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n A computational model of Ostrom's Institutional Analysis and Development framework.\n \n \n \n\n\n \n Montes, N.; Osman, N.; and Sierra, C.\n\n\n \n\n\n\n Artificial Intelligence, 311: 103756. oct 2022.\n \n\n\n\n
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@article{Montes2022,\n author = {Nieves Montes and Nardine Osman and Carles Sierra},\n doi = {10.1016/j.artint.2022.103756},\n file = {:/home/nmontes/OneDrive/Documentos/my-publications/AIJ2022.pdf:PDF},\n groups = {My Publications},\n journal = {Artificial Intelligence},\n keywords = {WP6},\n month = {oct},\n pages = {103756},\n publisher = {Elsevier {BV}},\n title = {A computational model of Ostrom's Institutional Analysis and Development framework},\n volume = {311},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n Synthesis and Properties of Optimally Value-Aligned Normative Systems.\n \n \n \n\n\n \n Montes, N.; and Sierra, C.\n\n\n \n\n\n\n Journal of Artificial Intelligence Research, 74: 1739–1774. aug 2022.\n \n\n\n\n
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@article{Montes2022a,\n author = {Nieves Montes and Carles Sierra},\n doi = {10.1613/jair.1.13487},\n groups = {My Publications},\n journal = {Journal of Artificial Intelligence Research},\n keywords = {WP6},\n month = {aug},\n pages = {1739--1774},\n publisher = {{AI} Access Foundation},\n title = {Synthesis and Properties of Optimally Value-Aligned Normative Systems},\n volume = {74},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n Combining Theory of Mind and Abduction for Cooperation Under Imperfect Information.\n \n \n \n\n\n \n Montes, N.; Osman, N.; and Sierra, C.\n\n\n \n\n\n\n In Multi-Agent Systems, pages 294–311. Springer International Publishing, 2022.\n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@incollection{Montes2022c,\n author = {Nieves Montes and Nardine Osman and Carles Sierra},\n booktitle = {Multi-Agent Systems},\n doi = {10.1007/978-3-031-20614-6_17},\n keywords = {WP6},\n pages = {294--311},\n publisher = {Springer International Publishing},\n title = {Combining Theory of~Mind and~Abduction for~Cooperation Under Imperfect Information},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Dynamic and adaptive fault-tolerant asynchronous federated learning using volunteer edge devices.\n \n \n \n \n\n\n \n Morell, J. Á.; and Alba, E.\n\n\n \n\n\n\n Future Generation Computer Systems, 133: 53-67. 2022.\n \n\n\n\n
\n\n\n\n \n \n \"DynamicPaper\n  \n \n \n \"Dynamic paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@article{MORELL202253,\n author = {José Ángel Morell and Enrique Alba},\n doi = {https://doi.org/10.1016/j.future.2022.02.024},\n issn = {0167-739X},\n journal = {Future Generation Computer Systems},\n keywords = {WP7},\n pages = {53-67},\n title = {Dynamic and adaptive fault-tolerant asynchronous federated learning using volunteer edge devices},\n url = {https://www.sciencedirect.com/science/article/pii/S0167739X22000735},\n url_paper = {https://www.sciencedirect.com/science/article/pii/S0167739X22000735},\n volume = {133},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Robust Solutions for Multi-Defender Stackelberg Security Games.\n \n \n \n \n\n\n \n Mutzari, D.; Aumann, Y.; and Kraus, S.\n\n\n \n\n\n\n . 2022.\n \n\n\n\n
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\n 
@article{mutzari2022robust,\n author = {Mutzari, Dolev and Aumann, Yonatan and Kraus, Sarit},\n booktitle = {Proceedings of IJCAI-22},\n keywords = {WP6},\n title = {Robust Solutions for Multi-Defender Stackelberg Security Games},\n url_paper = {https://arxiv.org/abs/2204.14000},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n A Data-driven Time-Dependent Routing and Scheduling for Activity-Based Freight Transport Modelling.\n \n \n \n \n\n\n \n Nadi, A.; Yorke-Smith, N.; van Lint, H.; Tavasszy, L.; and Snelder, M.\n\n\n \n\n\n\n In Proceedings of the 11th Triennial Symposium on Transportation Analysis (TRISTAN XI 2022), Mauritius, June 2022. \n \n\n\n\n
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@inproceedings{Nadi22:tristan,\n address = {Mauritius},\n author = {Nadi, A. and Yorke-Smith, N. and van Lint, H. and Tavasszy, L. and Snelder, M.},\n booktitle = {Proceedings of the 11th Triennial Symposium on Transportation Analysis ({TRISTAN} {XI} 2022)},\n keywords = {WP4},\n month = {June},\n title = {A Data-driven Time-Dependent Routing and Scheduling for Activity-Based Freight Transport Modelling},\n url_paper = {http://homepage.tudelft.nl/0p6y8/papers/cs18.pdf},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n GlanceNets: Interpretabile, Leak-proof Concept-based Models.\n \n \n \n\n\n \n Marconato, E.; Passerini, A.; and Teso, S.\n\n\n \n\n\n\n In 2022. NeurIPS foundation\n \n\n\n\n
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@inproceedings{neurips2022mpt,\n author = { Marconato, Emanuele and Passerini, Andrea and Teso, Stefano },\n keywords = {WP4,Outside-Europe,A-level},\n publisher = {NeurIPS foundation},\n title = {GlanceNets: Interpretabile, Leak-proof Concept-based Models},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Geometry-Aware Keypoint Network: Accurate Prediction of Point Features in Challenging Scenario.\n \n \n \n \n\n\n \n Nowak, T.; and Skrzypczyński, P.\n\n\n \n\n\n\n In 17th Conference on Computer Science and Intelligence Systems (FedCSIS), pages 191–200, 2022. \n \n\n\n\n
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@inproceedings{nowak2022fedcsis,\n author = {Nowak, Tomasz and Skrzypczyński, Piotr},\n booktitle = {17th Conference on Computer Science and Intelligence Systems (FedCSIS)},\n doi = {10.15439/2022F145},\n keywords = {WP4},\n pages = {191–200},\n title = {Geometry-Aware Keypoint Network: Accurate Prediction of Point Features in Challenging Scenario},\n url = {https://annals-csis.org/Volume_30/drp/145.html},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Radar-Based Volumetric Precipitation Nowcasting: A 3D Convolutional Neural Network with U-Net Architecture.\n \n \n \n \n\n\n \n Pavlík, P.; Rozinajová, V.; and Ezzeddine, A. B.\n\n\n \n\n\n\n In Proceedings of the Second Workshop on Complex Data Challenges in Earth Observation (CDCEO 2022), pages 8, 2022. CEUR-WS.org\n \n\n\n\n
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@inproceedings{Pavlik2022,\n author = {Peter Pavl{\\'{\\i}}k and Viera Rozinajov{\\'{a}} and Anna Bou Ezzeddine},\n booktitle = {Proceedings of the Second Workshop on Complex Data Challenges in Earth\nObservation ({CDCEO} 2022)},\n keywords = {WP3},\n pages = {8},\n publisher = {{CEUR-WS}.org},\n title = {Radar-Based Volumetric Precipitation Nowcasting: A 3{D}\nConvolutional Neural Network with {U}-{N}et Architecture},\n url_paper = {http://ceur-ws.org/Vol-3207/paper10.pdf},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Talking Trucks: Decentralized Collaborative Multi-Agent Order Scheduling for Self-Organizing Logistics.\n \n \n \n \n\n\n \n Pingen, G. L. J.; van Ommeren, C. R.; van Leeuwen, C. J.; Fransen, R.; Elfrink, T.; de Vries, Y. C.; Karunakaran, J.; Demirović, E.; and Yorke-Smith, N.\n\n\n \n\n\n\n In Proceedings of the 32nd International Conference on Automated Planning and Scheduling (ICAPS'22), Singapore (virtual), June 2022. \n \n\n\n\n
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@inproceedings{Pingen22:tt,\n address = {Singapore (virtual)},\n author = {Pingen, G. L. J. and van Ommeren, C. R. and van Leeuwen, C. J. and Fransen, R. and Elfrink, T. and de Vries, Y. C. and Karunakaran, J. and Demirović, E. and Yorke-Smith, N.},\n booktitle = {Proceedings of the 32nd International Conference on Automated Planning and Scheduling ({ICAPS}'22)},\n keywords = {WP4,A-level},\n month = {June},\n title = {Talking Trucks: Decentralized Collaborative Multi-Agent Order Scheduling for Self-Organizing Logistics},\n url_paper = {http://homepage.tudelft.nl/0p6y8/papers/c30.pdf},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n Modeling resilient cyber-physical processes and their composition from digital twins via Markov Decision Processes.\n \n \n \n\n\n \n De Giacomo, G.; Favorito, M.; Leotta, F.; Mecella, M.; and Silo, L.\n\n\n \n\n\n\n In of CEUR, 2022. \n \n\n\n\n
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@inproceedings{pmai2022ijcai,\n author = {{De Giacomo}, Giuseppe and Favorito, Marco and Leotta, Francesco and Mecella, Massimo and Silo, Luciana},\n keywords = {WP5},\n series = {{CEUR}},\n title = {Modeling resilient cyber-physical processes and their composition from digital twins via Markov Decision Processes},\n workshop = {{PMAI} Workshop},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n The impact of using constraints on counterfactual explanations.\n \n \n \n \n\n\n \n Maciej Falbogowski, J. S.; and Zuzanna Trafas, A. W.\n\n\n \n\n\n\n In Proceedings of the 3rd Polish Conference on Artificial Intelligence PP-RAI, April 25-27, 2022, Gdynia, Poland, pages 81–84, 2022. Gdynia Maritime University\n \n\n\n\n
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@inproceedings{pp-rai-2022-028,\n author = {Maciej Falbogowski, Jerzy Stefanowski, Zuzanna Trafas, Adam Wojciechowski},\n booktitle = {Proceedings of the 3rd Polish Conference on Artificial Intelligence PP-RAI, April 25-27, 2022, Gdynia, Poland},\n isbn = {978-83-7421-401-8},\n keywords = {WP3},\n pages = {81–84},\n publisher = {Gdynia Maritime University},\n title = {The impact of using constraints on counterfactual explanations},\n url = {https://wydawnictwo.umg.edu.pl/pp-rai2022/pdfs/19_pp-rai-2022-028.pdf},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Dominance-based Rough Set Approach to Bank Customer Satisfaction Analysis .\n \n \n \n \n\n\n \n Szeląg, M.; and Słowiński, R.\n\n\n \n\n\n\n In Proceedings of the 3rd Polish Conference on Artificial Intelligence PP-RAI, April 25-27, 2022, Gdynia, Poland, pages 147-150, 2022. Gdynia Maritime University\n \n\n\n\n
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@inproceedings{pp-rai-2022-109,\n author = {Marcin Szeląg and Roman Słowiński},\n booktitle = {Proceedings of the 3rd Polish Conference on Artificial Intelligence PP-RAI, April 25-27, 2022, Gdynia, Poland},\n isbn = {978-83-7421-401-8},\n keywords = {WP3},\n pages = {147-150},\n publisher = {Gdynia Maritime University},\n title = { Dominance-based Rough Set Approach to Bank Customer Satisfaction Analysis },\n url = {https://wydawnictwo.umg.edu.pl/pp-rai2022/pdfs/34_pp-rai-2022-109.pdf},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n Ethics in smart information systems.\n \n \n \n\n\n \n Pratesi, F.; Trasarti, R.; and Giannotti, F.\n\n\n \n\n\n\n In Ethical Evidence and Policymaking, pages 162–184. Policy Press, 2022.\n \n\n\n\n
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@incollection{pratesi2022ethics,\n author = {Pratesi, Francesca and Trasarti, Roberto and Giannotti, Fosca},\n booktitle = {Ethical Evidence and Policymaking},\n keywords = {WP3},\n pages = {162--184},\n publisher = {Policy Press},\n title = {Ethics in smart information systems},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Learning Domain-Independent Policies for Open List Selection.\n \n \n \n \n\n\n \n Biedenkapp, A.; Speck, D.; Sievers, S.; Hutter, F.; Lindauer, M.; and Seipp, J.\n\n\n \n\n\n\n In PRL Workshop, 2022. \n \n\n\n\n
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@inproceedings{prl2022bsshls,\n author = {Andr{\\'e} Biedenkapp and David Speck and Silvan Sievers and Frank Hutter and Marius Lindauer and Jendrik Seipp},\n booktitle = {{PRL} Workshop},\n keywords = {WP5},\n title = {Learning Domain-Independent Policies for Open List Selection},\n url_paper = {https://rlplab.com/papers/biedenkapp-et-al-icaps2022wsprl.pdf},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Exploiting Multiple Levels of Abstractions in Episodic RL via Reward Shaping.\n \n \n \n \n\n\n \n Cipollone, R.; De Giacomo, G.; Favorito, M.; Iocchi, L.; and Patrizi, F.\n\n\n \n\n\n\n In PRL Workshop, 2022. \n \n\n\n\n
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@inproceedings{prl22exploitinglevels,\n author = {Roberto Cipollone and Giuseppe {De Giacomo} and Marco Favorito and Luca Iocchi and Fabio Patrizi},\n booktitle = {{PRL} Workshop},\n keywords = {WP5},\n title = {Exploiting Multiple Levels of Abstractions in Episodic RL via Reward Shaping},\n url_paper = {https://prl-theworkshop.github.io/prl2022-ijcai/papers/PRL2022_paper_24.pdf},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Meta Agent Teaming Active Learning for Pose Estimation.\n \n \n \n \n\n\n \n Jia Gong, Z. F.; and Qiuhong Ke, H. R.\n\n\n \n\n\n\n In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022. \n \n\n\n\n
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@inproceedings{RahmaniCVPR22,\n author = {Jia Gong, Zhipeng Fan, Qiuhong Ke, Hossein Rahmani, Jun Liu},\n booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},\n keywords = {WP3,WP4,A-level},\n title = {Meta Agent Teaming Active Learning for Pose Estimation},\n url_paper = {https://cvpr2022.thecvf.com/},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n IGFormer: Interaction Graph Transformer for Skeleton-based Human Interaction Recognition.\n \n \n \n \n\n\n \n Yunsheng Pang, Q. K.; and Hossein Rahmani, J. B.\n\n\n \n\n\n\n In European Conference on Computer Vision, 2022. \n \n\n\n\n
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@inproceedings{RahmaniIECCV22_1,\n author = {Yunsheng Pang, Qiuhong Ke, Hossein Rahmani, James Bailey, Jun Liu},\n booktitle = {European Conference on Computer Vision},\n keywords = {WP4,A-level},\n title = {IGFormer: Interaction Graph Transformer for Skeleton-based Human Interaction Recognition},\n url_paper = {https://arxiv.org/abs/2207.12100},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Dynamic Spatio-Temporal Specialization Learning for Fine-Grained Action Recognition.\n \n \n \n \n\n\n \n Tianjiao Li, L. G. F.; Qiuhong Ke, H. R.; and Anran Wang, J. W.\n\n\n \n\n\n\n In European Conference on Computer Vision, 2022. \n \n\n\n\n
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@inproceedings{RahmaniIECCV22_2,\n author = {Tianjiao Li, Lin Geng Foo, Qiuhong Ke, Hossein Rahmani, Anran Wang, Jinghua Wang, Jun Liu},\n booktitle = {European Conference on Computer Vision},\n keywords = {WP4,A-level},\n title = {Dynamic Spatio-Temporal Specialization Learning for Fine-Grained Action Recognition},\n url_paper = {https://arxiv.org/abs/2209.01425},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n GradAuto: Energy-oriented Attack on Dynamic Neural Networks.\n \n \n \n \n\n\n \n Jianhong Pan, Q. Z.; Zhipeng Fan, H. R.; and Qiuhong Ke, J. L.\n\n\n \n\n\n\n In European Conference on Computer Vision, 2022. \n \n\n\n\n
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@inproceedings{RahmaniIECCV22_3,\n author = {Jianhong Pan, Qichen Zheng, Zhipeng Fan, Hossein Rahmani, Qiuhong Ke, Jun Liu},\n booktitle = {European Conference on Computer Vision},\n keywords = {WP4,A-level},\n title = {GradAuto: Energy-oriented Attack on Dynamic Neural Networks},\n url_paper = {will be published in a few days},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n A Low Cost IoT Cyber-Physical System for Vehicle and Pedestrian Tracking in a Smart Campus.\n \n \n \n \n\n\n \n Toutouh, J.; and Alba, E.\n\n\n \n\n\n\n Sensors, 22(17). 2022.\n \n\n\n\n
\n\n\n\n \n \n \"APaper\n  \n \n \n \"A paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@article{s22176585,\n article-number = {6585},\n author = {Toutouh, Jamal and Alba, Enrique},\n doi = {10.3390/s22176585},\n issn = {1424-8220},\n journal = {Sensors},\n keywords = {WP7},\n number = {17},\n pubmedid = {36081042},\n title = {A Low Cost IoT Cyber-Physical System for Vehicle and Pedestrian Tracking in a Smart Campus},\n url = {https://www.mdpi.com/1424-8220/22/17/6585},\n url_paper = {https://www.mdpi.com/1424-8220/22/17/6585},\n volume = {22},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Human-in-the-loop Learning for Safe Exploration through Anomaly Prediction and Intervention.\n \n \n \n \n\n\n \n Rajendran, P. T.; Espinoza, H.; Delaborde, A.; and Mraidha, C.\n\n\n \n\n\n\n In SafeAI@AAAI, volume 3087, of CEUR Workshop Proceedings, 2022. CEUR-WS.org\n \n\n\n\n
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@inproceedings{safeai2022redm,\n author = {Prajit T. Rajendran and\nHu{\\'{a}}scar Espinoza and\nAgn{\\`{e}}s Delaborde and\nChokri Mraidha},\n booktitle = {SafeAI@AAAI},\n keywords = {WP3},\n publisher = {CEUR-WS.org},\n series = {{CEUR} Workshop Proceedings},\n title = {Human-in-the-loop Learning for Safe Exploration through Anomaly Prediction\nand Intervention},\n url_paper = {http://ceur-ws.org/Vol-3087/paper_47.pdf},\n volume = {3087},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n LSB: Local Self-Balancing MCMC in Discrete Spaces.\n \n \n \n\n\n \n Sansone, E.\n\n\n \n\n\n\n In International Conference on Machine Learning (ICML), volume 162, pages 19205–19220, 2022. \n \n\n\n\n
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@inproceedings{sansone2022mcmc,\n author = {Sansone, Emanuele},\n booktitle = {International Conference on Machine Learning (ICML)},\n keywords = {WP7},\n pages = {19205--19220},\n title = {{LSB}: Local Self-Balancing {MCMC} in Discrete Spaces},\n volume = {162},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n Learning to Branch with Tree MDPs.\n \n \n \n\n\n \n Scavuzzo, L.; Chen, F. Y.; Chételat, D.; Gasse, M.; Lodi, A.; Yorke-Smith, N.; and Aardal, K.\n\n\n \n\n\n\n In Proceedings of the 36th International Conference on Neural Information Processing Systems (NeurIPS'22), New Orleans, LA, USA, November 2022. \n \n\n\n\n
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@inproceedings{Scavuzzo22:treemdp,\n address = {New Orleans, LA, USA},\n author = {Scavuzzo, L. and Chen, F. Y. and Chételat, D. and Gasse, M. and Lodi, A. and Yorke-Smith, N. and Aardal, K.},\n booktitle = {Proceedings of the 36th International Conference on Neural Information Processing Systems ({NeurIPS}'22)},\n keywords = {WP4,A-level},\n month = {November},\n title = {Learning to Branch with Tree {MDP}s},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Strategic voting in the context of stable-matching of teams.\n \n \n \n \n\n\n \n Schmerler, L.; Hazon, N.; and Kraus, S.\n\n\n \n\n\n\n In International Symposium on Algorithmic Game Theory, pages 562–579, 2022. Springer\n \n\n\n\n
\n\n\n\n \n \n \"Strategic paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@inproceedings{schmerler2022strategic,\n author = {Schmerler, Leora and Hazon, Noam and Kraus, Sarit},\n booktitle = {International Symposium on Algorithmic Game Theory},\n keywords = {WP6},\n organization = {Springer},\n pages = {562--579},\n title = {Strategic voting in the context of stable-matching of teams},\n url_paper = {https://arxiv.org/abs/2207.04912},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n A Machine Learning Approach for 3D Load Feasibility Prediction.\n \n \n \n\n\n \n Seccia, R.; de Wolf, S.; Kok, L.; and Yorke-Smith, N.\n\n\n \n\n\n\n In 32nd European Conference on Operational Research (EURO'22), Espoo, Finland, July 2022. \n \n\n\n\n
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@inproceedings{Seccia22:load,\n address = {Espoo, Finland},\n author = {Seccia, R. and de Wolf, S. and Kok, L. and Yorke-Smith, N.},\n booktitle = {32nd European Conference on Operational Research ({EURO}'22)},\n keywords = {WP4},\n month = {July},\n title = {A Machine Learning Approach for 3D Load Feasibility Prediction},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Computing Programs for Generalized Planning as Heuristic Search (Extended Abstract).\n \n \n \n \n\n\n \n Segovia-Aguas, J.; Jiménez Celorrio, S.; and Jonsson, A.\n\n\n \n\n\n\n In Raedt, L. D., editor(s), Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, IJCAI-22, pages 5334–5338, 7 2022. International Joint Conferences on Artificial Intelligence Organization\n Sister Conferences Best Papers\n\n\n\n
\n\n\n\n \n \n \"ComputingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n\n\n\n
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@inproceedings{segovia2022computing,\n author = {Segovia-Aguas, Javier and Jiménez Celorrio, Sergio and Jonsson, Anders},\n booktitle = {Proceedings of the Thirty-First International Joint Conference on\nArtificial Intelligence, {IJCAI-22}},\n doi = {10.24963/ijcai.2022/746},\n editor = {Lud De Raedt},\n keywords = {WP5,A-level},\n month = {7},\n note = {Sister Conferences Best Papers},\n pages = {5334--5338},\n publisher = {International Joint Conferences on Artificial Intelligence Organization},\n title = {Computing Programs for Generalized Planning as Heuristic Search (Extended Abstract)},\n url = {https://doi.org/10.24963/ijcai.2022/746},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n Scaling-up generalized planning as heuristic search with landmarks.\n \n \n \n\n\n \n Segovia-Aguas, J.; Celorrio, S. J.; Sebastiá, L.; and Jonsson, A.\n\n\n \n\n\n\n In Proceedings of the International Symposium on Combinatorial Search, volume 15, pages 171–179, 2022. \n \n\n\n\n
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@inproceedings{segovia2022scaling,\n author = {Segovia-Aguas, Javier and Celorrio, Sergio Jim{\\'e}nez and Sebasti{\\'a}, Laura and Jonsson, Anders},\n booktitle = {Proceedings of the International Symposium on Combinatorial Search},\n keywords = {WP5},\n number = {1},\n pages = {171--179},\n title = {Scaling-up generalized planning as heuristic search with landmarks},\n volume = {15},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n Learning General Optimal Policies with Graph Neural Networks: Expressive Power, Transparency, and Limits.\n \n \n \n\n\n \n Ståhlberg, S.; Bonet, B.; and Geffner, H.\n\n\n \n\n\n\n In ICAPS, pages 629–637, 2022. \n \n\n\n\n
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@inproceedings{simon:icaps2022,\n author = {St{\\aa}hlberg, Simon and Bonet, Blai and Geffner, Hector},\n booktitle = {{ICAPS}},\n keywords = {WP5,A-level},\n pages = {629--637},\n title = {Learning General Optimal Policies with Graph Neural Networks: Expressive Power, Transparency, and Limits},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n Learning Generalized Policies without Supervision Using GNNs.\n \n \n \n\n\n \n Ståhlberg, S.; Bonet, B.; and Geffner, H.\n\n\n \n\n\n\n In KR, 2022. \n \n\n\n\n
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@inproceedings{simon:kr2022,\n author = {St{\\aa}hlberg, Simon and Bonet, Blai and Geffner, Hector},\n booktitle = {{KR}},\n keywords = {WP5,A-level},\n title = {Learning Generalized Policies without Supervision Using GNNs},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Neural Network Heuristic Functions: Taking Confidence into Account.\n \n \n \n \n\n\n \n Heller, D.; Ferber, P.; Bitterwolf, J.; Hein, M.; and Hoffmann, J.\n\n\n \n\n\n\n In SoCS, pages 223–228, 2022. \n \n\n\n\n
\n\n\n\n \n \n \"Neural paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@inproceedings{socs2022hfbhh,\n author = {Daniel Heller and Patrick Ferber and Julian Bitterwolf and Matthias Hein and Joerg Hoffmann},\n booktitle = {SoCS},\n keywords = {WP5},\n pages = {223--228},\n title = {Neural Network Heuristic Functions: Taking Confidence into Account},\n url_paper = {https://ai.dmi.unibas.ch/papers/heller-et-al-socs2022.pdf},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n On Bidirectional Heuristic Search in Classical Planning: An Analysis of BAE*.\n \n \n \n \n\n\n \n Hu, K.; and Speck, D.\n\n\n \n\n\n\n In SoCS, pages 91–99, 2022. \n \n\n\n\n
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@inproceedings{socs2022hs,\n author = {Kilian Hu and David Speck},\n booktitle = {SoCS},\n keywords = {WP5},\n pages = {91--99},\n title = {On Bidirectional Heuristic Search in Classical Planning: An Analysis of BAE*},\n url_paper = {https://rlplab.com/papers/hu-speck-socs2022.pdf},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Additive Pattern Databases for Decoupled Search.\n \n \n \n \n\n\n \n Sievers, S.; Gnad, D.; and Torralba, Á.\n\n\n \n\n\n\n In SOCS, pages 180–189, 2022. \n \n\n\n\n
\n\n\n\n \n \n \"Additive paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@inproceedings{socs2022sgt,\n author = {Silvan Sievers and Daniel Gnad and {\\'{A}}lvaro Torralba},\n booktitle = {SOCS},\n keywords = {WP5},\n pages = {180--189},\n title = {Additive Pattern Databases for Decoupled Search},\n url_paper = {https://rlplab.com/papers/sievers-et-al-socs2022.pdf},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Capping Methods for the Automatic Configuration of Optimization Algorithms.\n \n \n \n \n\n\n \n De Souza, M.; Ritt, M.; and López-Ibáñez, M.\n\n\n \n\n\n\n Computers & Operations Research, 139: 105615. 2022.\n \n\n\n\n
\n\n\n\n \n \n \"CappingPaper\n  \n \n \n \"Capping paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n\n\n\n
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@article{SouRitLop2021cap,\n author = { Marcelo {De Souza}  and  Marcus Ritt and  Manuel L{\\'o}pez-Ib{\\'a}{\\~n}ez },\n doi = {https://doi.org/10.1016/j.cor.2021.105615},\n issn = {0305-0548},\n journal = {Computers \\& Operations Research},\n keywords = {WP7,Outside-Europe},\n pages = {105615},\n supplement = {https://github.com/souzamarcelo/supp-cor-capopt},\n title = {Capping Methods for the Automatic Configuration of Optimization Algorithms},\n url = {https://www.sciencedirect.com/science/article/pii/S0305054821003300},\n url_paper = {https://www.sciencedirect.com/science/article/pii/S0305054821003300},\n volume = {139},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n A Minimal Deductive System for RDFS with Negative Statements.\n \n \n \n \n\n\n \n Straccia, U.; and Casini, G.\n\n\n \n\n\n\n In Proceedings of the 19th International Conference on Principles of Knowledge Representation and Reasoning, pages 351–361, 8 2022. \n \n\n\n\n
\n\n\n\n \n \n \"APaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n \n \n\n\n\n
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@inproceedings{Straccia22a,\n author = {Straccia, Umberto and Casini, Giovanni},\n booktitle = {{Proceedings of the 19th International Conference on Principles of Knowledge Representation and Reasoning}},\n doi = {10.24963/kr.2022/35},\n keywords = {WP3,WP4,A-level},\n month = {8},\n pages = {351--361},\n title = {{A Minimal Deductive System for RDFS with Negative Statements}},\n url = {https://doi.org/10.24963/kr.2022/35},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Explainability in mechanism design: recent advances and the road ahead.\n \n \n \n \n\n\n \n Suryanarayana, S. A.; Sarne, D.; and Kraus, S.\n\n\n \n\n\n\n In European Conference on Multi-Agent Systems, pages 364–382, 2022. Springer\n \n\n\n\n
\n\n\n\n \n \n \"Explainability paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@inproceedings{suryanarayana2022explainability,\n author = {Suryanarayana, Sharadhi Alape and Sarne, David and Kraus, Sarit},\n booktitle = {European Conference on Multi-Agent Systems},\n keywords = {WP6},\n organization = {Springer},\n pages = {364--382},\n title = {Explainability in mechanism design: recent advances and the road ahead},\n url_paper = {https://arxiv.org/abs/2206.03031},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Secure Protocols for Best Arm Identification in Federated Stochastic Multi-Armed Bandits.\n \n \n \n \n\n\n \n Ciucanu, R.; Delabrouille, A.; Lafourcade, P.; and Soare, M.\n\n\n \n\n\n\n IEEE Transactions on Dependable and Secure Computing (TDSC). 2022.\n Accepted (to appear)\n\n\n\n
\n\n\n\n \n \n \"Secure paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@article{tdsc2022cdls,\n author = {Ciucanu, R. and Delabrouille, A. and Lafourcade, P. and Soare, M.},\n journal = {IEEE Transactions on Dependable and Secure Computing (TDSC)},\n keywords = {WP3},\n note = {Accepted (to appear)},\n title = {{Secure Protocols for Best Arm Identification in Federated Stochastic Multi-Armed Bandits}},\n url_paper = {https://lig-membres.imag.fr/ciucanu/preprints/CDLS22.pdf},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Urbanism and Geographic Crises: A Micro-Simulation Lens on Beirut.\n \n \n \n \n\n\n \n Termos, A.; and Yorke-Smith, N.\n\n\n \n\n\n\n Urban Planning, 7(1): 87–100. 2022.\n \n\n\n\n
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@article{ub2022ty,\n author = {Ali Termos and Neil Yorke-Smith},\n journal = {Urban Planning},\n keywords = {WP6},\n number = {1},\n pages = {87--100},\n title = {Urbanism and Geographic Crises: A Micro-Simulation Lens on {B}eirut},\n url_paper = {http://homepage.tudelft.nl/0p6y8/papers/j35.pdf},\n volume = {7},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n Meta-Album: Multi-domain Meta-Dataset for Few-Shot Image Classification.\n \n \n \n\n\n \n Ullah, I.; Carrion, D.; Escalera, S.; Guyon, I.; Huisman, M.; Mohr, F.; van Rijn, J. N.; Sun, H.; Vanschoren, J.; and Vu, P. A.\n\n\n \n\n\n\n In Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks, of NIPS'22, 2022. \n \n\n\n\n
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@inproceedings{ullah2022meta,\n author = {Ihsan Ullah and Dustin Carrion and Sergio Escalera and Isabelle Guyon and Mike Huisman and Felix Mohr and Jan N. van Rijn and Haozhe Sun and Joaquin Vanschoren and Phan Anh Vu},\n booktitle = {{Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks}},\n keywords = {WP2,WP7,2+TAILOR-Partners,A-level},\n series = {NIPS'22},\n title = {Meta-Album: Multi-domain Meta-Dataset for Few-Shot Image Classification},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n Human-in-the-loop Handling of Knowledge Drift.\n \n \n \n\n\n \n Bontempelli, A.; Giunchiglia, F.; Passerini, A.; and Teso, S.\n\n\n \n\n\n\n Data Mining and Knowledge Discovery. 2022.\n \n\n\n\n
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@article{unitn_dami2022,\n author = {Andrea Bontempelli and Fausto Giunchiglia and Andrea Passerini and Stefano Teso},\n journal = {Data Mining and Knowledge Discovery},\n keywords = {WP3,WP4,A-level},\n title = {Human-in-the-loop Handling of Knowledge Drift},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n SMT-based Weighted Model Integration with Structure Awareness.\n \n \n \n\n\n \n Spallitta, G.; Masina, G.; Morettin, P.; Passerini, A.; and Sebastiani, R.\n\n\n \n\n\n\n In UAI, 2022. \n \n\n\n\n
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@inproceedings{unitn_uai2022,\n author = {Giuseppe Spallitta and Gabriele Masina and Paolo Morettin and Andrea Passerini and Roberto Sebastiani},\n booktitle = {UAI},\n keywords = {WP4,2+TAILOR-Partners,A-level},\n title = {SMT-based Weighted Model Integration with Structure Awareness},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n Berth planning and real‐time disruption recovery: a simulation study for a tidal port.\n \n \n \n \n\n\n \n van der Steeg, J.; Oudshoorn, M.; and Yorke‐Smith, N.\n\n\n \n\n\n\n Flexible Services and Manufacturing Journal. 2022.\n \n\n\n\n
\n\n\n\n \n \n \"BerthPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@article{vanderSteeg2022:berth,\n author = {Jaap‐Jan van der Steeg and Menno Oudshoorn and Neil Yorke‐Smith},\n doi = {https://doi.org/10.1007/s10696-022-09473-8},\n journal = {Flexible Services and Manufacturing Journal},\n keywords = {WP4},\n title = {Berth planning and real‐time disruption recovery: a simulation study for a tidal port},\n url = {https://starlab.ewi.tudelft.nl/papers/j40.pdf},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n Analyzing and Overcoming Degradation in Warm-Start Reinforcement Learning.\n \n \n \n\n\n \n Wexler, B.; Sarafian, E.; and Kraus, S.\n\n\n \n\n\n\n In 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), pages 4048–4055, 2022. IEEE\n \n\n\n\n
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@inproceedings{wexler2022analyzing,\n author = {Wexler, Benjamin and Sarafian, Elad and Kraus, Sarit},\n booktitle = {2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)},\n keywords = {WP6},\n organization = {IEEE},\n pages = {4048--4055},\n title = {Analyzing and Overcoming Degradation in Warm-Start Reinforcement Learning},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n No Hope for First-Time Buyers? Towards Agent-Based Market Analysis of Urban Housing Balance.\n \n \n \n \n\n\n \n Wiegel, E.; and Yorke-Smith, N.\n\n\n \n\n\n\n In Working Notes of AAMAS'22 Workshop on Agent Based Modelling of Urban Systems, Auckland, New Zealand (virtual), May 2022. \n \n\n\n\n
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@inproceedings{Wiegel22:abmus,\n address = {Auckland, New Zealand (virtual)},\n author = {Wiegel, E. and Yorke-Smith, N.},\n booktitle = {Working Notes of AAMAS'22 Workshop on Agent Based Modelling of Urban Systems},\n keywords = {WP6},\n month = {May},\n title = {No Hope for First-Time Buyers? Towards Agent-Based Market Analysis of Urban Housing Balance},\n url_paper = {http://homepage.tudelft.nl/0p6y8/papers/w45.pdf},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n DeepStochLog: Neural Stochastic Logic Programming.\n \n \n \n\n\n \n Winters, T.; Marra, G.; Manhaeve, R.; and Raedt, L. D.\n\n\n \n\n\n\n In AAAI, pages 10090–10100, 2022. AAAI Press\n \n\n\n\n
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@inproceedings{winters2022aaai,\n author = {Thomas Winters and\nGiuseppe Marra and\nRobin Manhaeve and\nLuc De Raedt},\n booktitle = {{AAAI}},\n keywords = {WP4,A-level},\n pages = {10090--10100},\n publisher = {{AAAI} Press},\n title = {DeepStochLog: Neural Stochastic Logic Programming},\n year = {2022}\n}\n\n
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\n \n\n \n \n \n \n \n \n An analogy based approach for solving target sense verification.\n \n \n \n \n\n\n \n Zervakis, G.; Vincent, E.; Couceiro, M.; Schoenauer, M.; and Marquer, E.\n\n\n \n\n\n\n In 6th International Conference on Natural Language Processing and Information Retrieval, December 2022. \n \n\n\n\n
\n\n\n\n \n \n \"An paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@inproceedings{zervakis:hal-03318571,\n author = {Zervakis, Georgios and Vincent, Emmanuel and Couceiro, Miguel and Schoenauer, Marc and Marquer, Esteban},\n booktitle = {6th International Conference on Natural Language Processing and Information Retrieval},\n keywords = {WP3},\n month = {December},\n title = {An analogy based approach for solving target sense verification},\n url_paper = {https://hal.inria.fr/hal-03792071/file/zervakis_NLPIR22.pdf},\n year = {2022}\n}\n\n
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\n  \n 2021\n \n \n (190)\n \n \n
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\n \n\n \n \n \n \n \n \n User-centric multiobjective location of electric vehicle charging stations in a city-scale area.\n \n \n \n \n\n\n \n Cintrano, C.; Toutouh, J.; and Nesmachnow, S.\n\n\n \n\n\n\n In 2021 Ivannikov Ispras Open Conference (ISPRAS), pages 89-95, 2021. \n \n\n\n\n
\n\n\n\n \n \n \"User-centric paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n\n\n\n
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@inproceedings{9708448,\n author = {Cintrano, Christian and Toutouh, Jamal and Nesmachnow, Sergio},\n booktitle = {2021 Ivannikov Ispras Open Conference (ISPRAS)},\n doi = {10.1109/ISPRAS53967.2021.00017},\n keywords = {WP7,Outside-Europe},\n number = {},\n pages = {89-95},\n title = {User-centric multiobjective location of electric vehicle charging stations in a city-scale area},\n url_paper = {https://www.researchgate.net/publication/354542459_Citizen_centric_optimal_electric_vehicle_charging_stations_locations_in_a_full_city_case_of_Malaga},\n volume = {},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n MARE: an Active Learning Approach for Requirements Classification.\n \n \n \n \n\n\n \n Magalhaes, C.; Araujo, J.; and Sardinha, A.\n\n\n \n\n\n\n In 2021 IEEE 29th International Requirements Engineering Conference (RE), pages 516-521, Los Alamitos, CA, USA, sep 2021. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"MARE:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@inproceedings{9714537,\n address = {Los Alamitos, CA, USA},\n author = {C. Magalhaes and J. Araujo and A. Sardinha},\n booktitle = {2021 IEEE 29th International Requirements Engineering Conference (RE)},\n doi = {10.1109/RE51729.2021.9714537},\n keywords = {WP6},\n month = {sep},\n pages = {516-521},\n publisher = {IEEE Computer Society},\n title = {MARE: an Active Learning Approach for Requirements Classification},\n url = {https://doi.ieeecomputersociety.org/10.1109/RE51729.2021.9714537},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Improving Search Efficiency and Diversity of Solutions in Multiobjective Binary Optimization by Using Metaheuristics Plus Integer Linear Programming.\n \n \n \n \n\n\n \n Domínguez-Ríos, Miguel Ángel; Chicano, F.; and Alba, E.\n\n\n \n\n\n\n In Applications of Evolutionary Computation, pages 242–257, Cham, 2021. Springer International Publishing\n \n\n\n\n
\n\n\n\n \n \n \"Improving paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@inproceedings{10.1007/978-3-030-72699-7_16,\n address = {Cham},\n author = {Dom{\\'i}nguez-R{\\'i}os, Miguel {\\'A}ngel\nand Chicano, Francisco\nand Alba, Enrique},\n booktitle = {Applications of Evolutionary Computation},\n isbn = {978-3-030-72699-7},\n keywords = {WP7},\n pages = {242--257},\n publisher = {Springer International Publishing},\n title = {Improving Search Efficiency and Diversity of Solutions in Multiobjective Binary Optimization by Using Metaheuristics Plus Integer Linear Programming},\n url_paper = {https://hdl.handle.net/10630/27549},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n Human-in-the-Loop Learning Methods Toward Safe DL-Based Autonomous Systems: A Review.\n \n \n \n\n\n \n Rajendran, P. T.; Espinoza, H.; Delaborde, A.; and Mraidha, C.\n\n\n \n\n\n\n In Computer Safety, Reliability, and Security. SAFECOMP 2021 Workshops, pages 251–264, 2021. Springer International Publishing\n \n\n\n\n
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@inproceedings{10.1007/978-3-030-83906-2_20,\n author = {Rajendran, Prajit T.\nand Espinoza, Huascar\nand Delaborde, Agnes\nand Mraidha, Chokri},\n booktitle = {Computer Safety, Reliability, and Security. SAFECOMP 2021 Workshops},\n isbn = {978-3-030-83906-2},\n keywords = {WP3},\n pages = {251--264},\n publisher = {Springer International Publishing},\n title = {Human-in-the-Loop Learning Methods Toward Safe DL-Based Autonomous Systems: A Review},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Citizen Centric Optimal Electric Vehicle Charging Stations Locations in a Full City: Case of Malaga.\n \n \n \n \n\n\n \n Cintrano, C.; Toutouh, J.; and Alba, E.\n\n\n \n\n\n\n In Alba, E.; Luque, G.; Chicano, F.; Cotta, C.; Camacho, D.; Ojeda-Aciego, M.; Montes, S.; Troncoso, A.; Riquelme, J.; and Gil-Merino, R., editor(s), Advances in Artificial Intelligence, pages 247–257, Cham, 2021. Springer International Publishing\n \n\n\n\n
\n\n\n\n \n \n \"Citizen paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@inproceedings{10.1007/978-3-030-85713-4_24,\n address = {Cham},\n author = {Cintrano, Christian and Toutouh, Jamal and Alba, Enrique},\n booktitle = {Advances in Artificial Intelligence},\n editor = {Alba, Enrique and Luque, Gabriel and Chicano, Francisco and Cotta, Carlos and Camacho, David and Ojeda-Aciego, Manuel and Montes, Susana and Troncoso, Alicia and Riquelme, Jos{\\'e} and Gil-Merino, Rodrigo},\n isbn = {978-3-030-85713-4},\n keywords = {WP7},\n pages = {247--257},\n publisher = {Springer International Publishing},\n title = {Citizen Centric Optimal Electric Vehicle Charging Stations Locations in a Full City: Case of Malaga},\n url_paper = {https://arxiv.org/abs/2109.04975},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n Helping People on the Fly: Ad Hoc Teamwork for Human-Robot Teams.\n \n \n \n\n\n \n Ribeiro, J. G.; Faria, M.; Sardinha, A.; and Melo, F. S.\n\n\n \n\n\n\n In Marreiros, G.; Melo, F. S.; Lau, N.; Lopes Cardoso, H.; and Reis, L., editor(s), Progress in Artificial Intelligence, pages 635–647, Cham, 2021. Springer International Publishing\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@inproceedings{10.1007/978-3-030-86230-5_50,\n address = {Cham},\n author = {Ribeiro, Jo{\\~a}o G. and Faria, Miguel and Sardinha, Alberto and Melo, Francisco S.},\n booktitle = {Progress in Artificial Intelligence},\n editor = {Marreiros, Goreti and Melo, Francisco S. and Lau, Nuno and Lopes Cardoso, Henrique and Reis, Lu{\\'i}s Paulo},\n isbn = {978-3-030-86230-5},\n keywords = {WP6},\n pages = {635--647},\n publisher = {Springer International Publishing},\n title = {Helping People on the Fly: Ad Hoc Teamwork for Human-Robot Teams},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n Ad Hoc Teamwork in the Presence of Non-stationary Teammates.\n \n \n \n\n\n \n Santos, P. M.; Ribeiro, J. G.; Sardinha, A.; and Melo, F. S.\n\n\n \n\n\n\n In Marreiros, G.; Melo, F. S.; Lau, N.; Lopes Cardoso, H.; and Reis, L., editor(s), Progress in Artificial Intelligence, pages 648–660, Cham, 2021. Springer International Publishing\n \n\n\n\n
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@inproceedings{10.1007/978-3-030-86230-5_51,\n address = {Cham},\n author = {Santos, Pedro M. and Ribeiro, Jo{\\~a}o G. and Sardinha, Alberto and Melo, Francisco S.},\n booktitle = {Progress in Artificial Intelligence},\n editor = {Marreiros, Goreti and Melo, Francisco S. and Lau, Nuno and Lopes Cardoso, Henrique and Reis, Lu{\\'i}s Paulo},\n isbn = {978-3-030-86230-5},\n keywords = {WP6},\n pages = {648--660},\n publisher = {Springer International Publishing},\n title = {Ad Hoc Teamwork in the Presence of Non-stationary Teammates},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Parallel/Distributed Intelligent Hyperparameters Search for Generative Artificial Neural Networks.\n \n \n \n \n\n\n \n Esteban, M.; Toutouh, J.; and Nesmachnow, S.\n\n\n \n\n\n\n In Jagode, H.; Anzt, H.; Ltaief, H.; and Luszczek, P., editor(s), High Performance Computing, pages 297–313, Cham, 2021. Springer International Publishing\n \n\n\n\n
\n\n\n\n \n \n \"Parallel/Distributed paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n\n\n\n
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@inproceedings{10.1007/978-3-030-90539-2_20,\n address = {Cham},\n author = {Esteban, Mathias and Toutouh, Jamal and Nesmachnow, Sergio},\n booktitle = {High Performance Computing},\n doi = {https://doi.org/10.1007/978-3-030-90539-2_20},\n editor = {Jagode, Heike and Anzt, Hartwig and Ltaief, Hatem and Luszczek, Piotr},\n isbn = {978-3-030-90539-2},\n keywords = {WP7,Outside-Europe},\n pages = {297--313},\n publisher = {Springer International Publishing},\n title = {Parallel/Distributed Intelligent Hyperparameters Search for Generative Artificial Neural Networks},\n url_paper = {https://www.researchgate.net/publication/357255737_Paralleldistributed_intelligent_hyperparameters_search_for_generative_artificial_neural_nets},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Dynastic Potential Crossover Operator.\n \n \n \n \n\n\n \n Chicano, F.; Ochoa, G.; Whitley, L. D.; and Tinós, R.\n\n\n \n\n\n\n Evolutionary Computation,1-35. 12 2021.\n \n\n\n\n
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@article{10.1162/evco_a_00305,\n author = {Chicano, Francisco and Ochoa, Gabriela and Whitley, L. Darrell and Tinós, Renato},\n doi = {10.1162/evco_a_00305},\n eprint = {https://direct.mit.edu/evco/article-pdf/doi/10.1162/evco\\_a\\_00305/1987233/evco\\_a\\_00305.pdf},\n issn = {1063-6560},\n journal = {Evolutionary Computation},\n keywords = {WP7,Outside-Europe},\n month = {12},\n pages = {1-35},\n title = {{Dynastic Potential Crossover Operator}},\n url = {https://doi.org/10.1162/evco\\_a\\_00305},\n url_paper = {https://riuma.uma.es/xmlui/bitstream/handle/10630/23526/main.pdf?sequence=1},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Mediating artificial intelligence developments through negative and positive incentives.\n \n \n \n \n\n\n \n Han, T.; Pereira, L.; Lenaerts, T.; and Santos, F.\n\n\n \n\n\n\n PLoS ONE, 16(1). 2021.\n \n\n\n\n
\n\n\n\n \n \n \"Mediating paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@article{7522a991b32d48019e0035faa1a43632,\n author = {Han, {The Anh} and Pereira, {Lu{\\'i}s Moniz} and Tom Lenaerts and Santos, {Francisco C}},\n issn = {1932-6203},\n journal = {PLoS ONE},\n keywords = {WP6},\n number = {1},\n publisher = {Public Library of Science},\n title = {Mediating artificial intelligence developments through negative and positive incentives},\n url_paper = {https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0244592},\n volume = {16},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n General Policies, Representations, and Planning Width.\n \n \n \n \n\n\n \n Bonet, B.; and Geffner, H.\n\n\n \n\n\n\n In AAAI, 2021. \n \n\n\n\n
\n\n\n\n \n \n \"General paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n \n \n\n\n\n
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@inproceedings{aaai2021bg,\n author = {Bonet, Blai and Geffner, Hector},\n booktitle = {{AAAI}},\n keywords = {WP5,A-level,Outside-Europe},\n title = {General Policies, Representations, and Planning Width},\n url_paper = {https://arxiv.org/pdf/2012.08033.pdf},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n An LP-Based Approach for Goal Recognition as Planning.\n \n \n \n \n\n\n \n de A. Santos, L. R.; Meneguzzi, F.; Fraga Pereira, R.; and Pereira, A. G.\n\n\n \n\n\n\n In AAAI, 2021. \n \n\n\n\n
\n\n\n\n \n \n \"An paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 3 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n \n \n\n\n\n
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@inproceedings{aaai2021dmfp,\n author = {Luisa R. de A. Santos and\nFelipe Meneguzzi and\nRamon {Fraga Pereira} and\nAndre G. Pereira},\n booktitle = {{AAAI}},\n keywords = {WP5,A-level,Outside-Europe},\n title = {An LP-Based Approach for Goal Recognition as Planning},\n url_paper = {https://whitemech.github.io/papers/2021/aaai2021dmfp.pdf},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Learning General Planning Policies from Small Examples Without Supervision.\n \n \n \n \n\n\n \n Francès, G.; Bonet, B.; and Geffner, H.\n\n\n \n\n\n\n In AAAI, pages 11801–11808, 2021. \n \n\n\n\n
\n\n\n\n \n \n \"Learning paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n \n \n\n\n\n
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@inproceedings{aaai2021gbg,\n author = {Franc{\\`e}s, Guillem and Bonet, Blai and Geffner, Hector},\n booktitle = {{AAAI}},\n keywords = {WP5,A-level,Outside-Europe},\n pages = {11801--11808},\n title = {Learning General Planning Policies from Small Examples Without Supervision},\n url_paper = {https://arxiv.org/pdf/2101.00692.pdf},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n On-line Learning of Planning Domains from Sensor Data in PAL: Scaling up to Large State Spaces.\n \n \n \n\n\n \n Lamanna, L.; Serafini, L.; Gerevini, A. E.; Saetti, A.; and Traverso, P.\n\n\n \n\n\n\n In AAAI, 2021. \n \n\n\n\n
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@inproceedings{aaai2021lstgs,\n author = {Leonardo Lamanna and Luciano Serafini and Alfonso E. Gerevini and Alessandro Saetti and Paolo Traverso },\n booktitle = {{AAAI}},\n keywords = {WP5,A-level,2+TAILOR-Partners},\n title = {On-line Learning of Planning Domains from Sensor Data in {PAL}: Scaling up to Large State Spaces},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n Synthesis of Search Heuristics for Temporal Planning via Reinforcement Learning.\n \n \n \n\n\n \n Micheli, A.; and Valentini, A.\n\n\n \n\n\n\n In AAAI, 2021. \n \n\n\n\n
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@inproceedings{aaai2021mv,\n author = {Andrea Micheli and Alessandro Valentini},\n booktitle = {{AAAI}},\n keywords = {WP5,A-level},\n title = {Synthesis of Search Heuristics for Temporal Planning via Reinforcement Learning},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Saturated Post-hoc Optimization for Classical Planning.\n \n \n \n \n\n\n \n Seipp, J.; Keller, T.; and Helmert, M.\n\n\n \n\n\n\n In AAAI, 2021. \n \n\n\n\n
\n\n\n\n \n \n \"Saturated paper\n  \n \n \n \"Saturated poster\n  \n \n \n \"Saturated slides\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 2 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n \n \n\n\n\n
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@inproceedings{aaai2021skh,\n author = {Jendrik Seipp and Thomas Keller and Malte Helmert},\n booktitle = {{AAAI}},\n keywords = {WP5,2+TAILOR-Partners,A-level},\n title = {Saturated Post-hoc Optimization for Classical Planning},\n url_paper = {https://ai.dmi.unibas.ch/papers/seipp-et-al-aaai2021.pdf},\n url_poster = {https://ai.dmi.unibas.ch/papers/seipp-et-al-aaai2021-poster.pdf},\n url_slides = {https://ai.dmi.unibas.ch/papers/seipp-et-al-aaai2021-slides.pdf},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Online Action Recognition.\n \n \n \n \n\n\n \n Suárez-Hernández, A.; Segovia-Aguas, J.; Torras, C.; and Alenyà, G.\n\n\n \n\n\n\n In AAAI, 2021. \n \n\n\n\n
\n\n\n\n \n \n \"Online code\n  \n \n \n \"Online paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 4 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n\n\n\n
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@inproceedings{aaai2021ssta,\n author = {Alejandro Su{\\'a}rez-Hern{\\'a}ndez and Javier Segovia-Aguas and Carme Torras and Guillem Aleny{\\`a}},\n booktitle = {{AAAI}},\n keywords = {WP5,A-level},\n title = {Online Action Recognition},\n url_code = {https://github.com/sprkrd/sat_strips_learn},\n url_paper = {https://arxiv.org/pdf/2012.07464.pdf},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Maintenance of Social Commitments in Multiagent Systems.\n \n \n \n \n\n\n \n Telang, P. R.; Singh, M. P.; and Yorke-Smith, N.\n\n\n \n\n\n\n In Thirty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, IAAI 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, EAAI 2021, Virtual Event, February 2-9, 2021, pages 11369–11377, 2021. AAAI Press\n \n\n\n\n
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@inproceedings{aaai2021tsy,\n author = {Pankaj R. Telang and\nMunindar P. Singh and\nNeil Yorke{-}Smith},\n booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}\n2021, Thirty-Third Conference on Innovative Applications of Artificial\nIntelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances\nin Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,\n2021},\n keywords = {WP6,Outside-Europe,A-level},\n pages = {11369--11377},\n publisher = {{AAAI} Press},\n title = {Maintenance of Social Commitments in Multiagent Systems},\n url = {https://ojs.aaai.org/index.php/AAAI/article/view/17355},\n url_paper = {http://homepage.tudelft.nl/0p6y8/papers/c27.pdf},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n On-the-fly Synthesis for LTL over Finite Traces.\n \n \n \n \n\n\n \n Xiao, S.; Li, J.; Zhu, S.; Shi, Y.; Pu, G.; and Vardi, M.\n\n\n \n\n\n\n In AAAI, 2021. \n \n\n\n\n
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@inproceedings{aaai2021xlzspv,\n author = {Shengping Xiao and\nJianwen Li and\nShufang Zhu and\nYingying Shi and\nGeguang Pu and\nMoshe Vardi},\n booktitle = {{AAAI}},\n keywords = {WP5,A-level,Outside-Europe},\n title = {On-the-fly Synthesis for {LTL} over Finite Traces},\n url_paper = {https://whitemech.github.io/papers/2021/aaai2021xlzspv.pdf},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Towards a framework for certification of reliable autonomous systems.\n \n \n \n \n\n\n \n Fisher, M.; Mascardi, V.; Rozier, K. Y.; Schlingloff, B.; Winikoff, M.; and Yorke-Smith, N.\n\n\n \n\n\n\n Auton. Agents Multi Agent Syst., 35(1): 8. 2021.\n \n\n\n\n
\n\n\n\n \n \n \"TowardsPaper\n  \n \n \n \"Towards paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n \n \n\n\n\n
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@article{aamas2021fmrs,\n author = {Michael Fisher and\nViviana Mascardi and\nKristin Yvonne Rozier and\nBernd{-}Holger Schlingloff and\nMichael Winikoff and\nNeil Yorke{-}Smith},\n doi = {10.1007/s10458-020-09487-2},\n journal = {Auton. Agents Multi Agent Syst.},\n keywords = {WP3,Outside-Europe,A-level},\n number = {1},\n pages = {8},\n title = {Towards a framework for certification of reliable autonomous systems},\n url = {https://doi.org/10.1007/s10458-020-09487-2},\n url_paper = {http://homepage.tudelft.nl/0p6y8/papers/j32.pdf},\n volume = {35},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Combining LSTMs and Symbolic Approaches for Robust Plan Recognition.\n \n \n \n \n\n\n \n Rosa Amado, L.; Fraga Pereira, R.; and Meneguzzi, F.\n\n\n \n\n\n\n In AAMAS, 2021. \n \n\n\n\n
\n\n\n\n \n \n \"Combining paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 6 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n \n \n\n\n\n
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@inproceedings{aamas2021rfm,\n author = {Leonardo {Rosa Amado} and\nRamon {Fraga Pereira} and\nFelipe Meneguzzi},\n booktitle = {{AAMAS}},\n keywords = {WP5,A-level,Outside-Europe},\n title = {Combining {LSTMs} and Symbolic Approaches for Robust Plan Recognition},\n url_paper = {https://whitemech.github.io/papers/2021/aamas2021rfm.pdf},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n Rational verification: game-theoretic verification of multi-agent systems.\n \n \n \n\n\n \n Abate, A.; Gutierrez, J.; Hammond, L.; Harrenstein, P.; Kwiatkowska, M.; Najib, M.; Perelli, G.; Steeples, T.; and Wooldridge, M.\n\n\n \n\n\n\n Appl. Intell., 51(9): 6569–6584. 2021.\n \n\n\n\n
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@article{AGHHKNPSW21,\n author = {Alessandro Abate and Julian Gutierrez and Lewis Hammond and Paul Harrenstein and Marta Kwiatkowska and Muhammad Najib and Giuseppe Perelli and Thomas Steeples and {Michael J.} Wooldridge},\n journal = {Appl. Intell.},\n keywords = {WP5},\n number = {9},\n pages = {6569--6584},\n title = {Rational verification: game-theoretic verification of multi-agent systems},\n volume = {51},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n A Lightweight Epistemic Logic and its Application to Planning.\n \n \n \n \n\n\n \n Cooper, M. C.; Herzig, A.; Maffre, F.; Maris, F.; Perrotin, E.; and Régnier, P.\n\n\n \n\n\n\n Artificial Intelligence, 298: 103437. 2021.\n \n\n\n\n
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@article{aij2020chmmpr,\n author = {Martin C. Cooper and Andreas Herzig and Faustine Maffre and Fr{\\'e}d{\\'e}ric Maris and Elise Perrotin and Pierre R{\\'e}gnier},\n doi = {10.1016/j.artint.2020.103437},\n journal = {Artificial Intelligence},\n keywords = {WP5,WP6,A-level},\n pages = {103437},\n publisher = {Elsevier},\n title = {A Lightweight Epistemic Logic and its Application to Planning},\n url = {https://doi.org/10.1016/j.artint.2020.103437},\n volume = {298},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n A Neural Approach for Detecting Morphological Analogies.\n \n \n \n \n\n\n \n Alsaidi, S.; Decker, A.; Lay, P.; Marquer, E.; Murena, P.; and Couceiro, M.\n\n\n \n\n\n\n In The 8th IEEE International Conference on Data Science and Advanced Analytics (DSAA), Porto/Online, Portugal, 2021. \n \n\n\n\n
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@inproceedings{alsaidi:hal-03313556,\n address = {Porto/Online, Portugal},\n author = {Alsaidi, Safa and Decker, Amandine and Lay, Puthineath and Marquer, Esteban and Murena, Pierre-Alexandre and Couceiro, Miguel},\n booktitle = {{The 8th IEEE International Conference on Data Science and Advanced Analytics (DSAA)}},\n keywords = {WP3},\n title = {{A Neural Approach for Detecting Morphological Analogies}},\n url = {https://hal.inria.fr/hal-03313556},\n url_paper = {https://hal.inria.fr/hal-03313556/file/DSAA2021___NN_for_Morhological_Analogy_Classification___IEEE_Conference_Template.pdf},\n year = {2021}\n}\n\n
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@inproceedings{alves:hal-03312797,\n address = {Porto/Online, Portugal},\n author = {Alves, Guilherme and Amblard, Maxime and Bernier, Fabien and Couceiro, Miguel and Napoli, Amedeo},\n booktitle = {{The 8th IEEE International Conference on Data Science and Advanced Analytics (DSAA)}},\n keywords = {WP3},\n title = {{Reducing Unintended Bias of ML Models on Tabular and Textual Data}},\n url = {https://hal.archives-ouvertes.fr/hal-03312797},\n url_paper = {https://hal.archives-ouvertes.fr/hal-03312797/file/_dsaa_21__Reducing_Unintended_Bias_of_ML_Models_on_Tabular_and_Textual_Data%20%285%29.pdf},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n NAS-Bench-x11 and the Power of Learning Curves.\n \n \n \n \n\n\n \n Yan, S.; White, C.; Savani, Y.; and Hutter, F.\n\n\n \n\n\n\n In Advances in Neural Information Processing Systems, 2021. \n \n\n\n\n
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@inproceedings{anips2021ywsh,\n author = {Shen Yan and Colin White and Yash Savani and Frank Hutter},\n booktitle = {Advances in Neural Information Processing Systems},\n keywords = {WP7,A-level,Outside-Europe},\n title = {{NAS}-Bench-x11 and the Power of Learning Curves},\n url_paper = {https://openreview.net/pdf?id=V8PcLz1NoQ0},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n A Neuro-Symbolic Approach to Structured Event Recognition.\n \n \n \n \n\n\n \n Apriceno, G.; Passerini, A.; and Serafini, L.\n\n\n \n\n\n\n In 28th International Symposium on Temporal Representation and Reasoning (TIME 2021), volume 206, of Leibniz International Proceedings in Informatics (LIPIcs), pages 11:1–11:14, 2021. \n \n\n\n\n
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@inproceedings{apriceno_et_al:LIPIcs.TIME.2021.11,\n author = {Apriceno, Gianluca and Passerini, Andrea and Serafini, Luciano},\n booktitle = {28th International Symposium on Temporal Representation and Reasoning (TIME 2021)},\n doi = {10.4230/LIPIcs.TIME.2021.11},\n keywords = {WP4,2+TAILOR-Partners},\n pages = {11:1--11:14},\n series = {Leibniz International Proceedings in Informatics (LIPIcs)},\n title = {{A Neuro-Symbolic Approach to Structured Event Recognition}},\n url_paper = {https://drops.dagstuhl.de/opus/volltexte/2021/14787},\n volume = {206},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n A Reinforcement Learning Environment for Multi-Service UAV-enabled Wireless Systems.\n \n \n \n \n\n\n \n Brunori, D.; Colonnese, S.; Cuomo, F.; and Iocchi, L.\n\n\n \n\n\n\n . 2021.\n \n\n\n\n
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@article{arxiv2021bcci,\n archiveprefix = {arXiv},\n author = {Damiano Brunori and Stefania Colonnese and Francesca Cuomo and Luca Iocchi},\n eprint = {2105.05094},\n keywords = {WP5},\n primaryclass = {cs.LG},\n title = {A Reinforcement Learning Environment for Multi-Service {UAV}-enabled Wireless Systems},\n url_paper = {https://whitemech.github.io/papers/2021/arxiv2021bcci.pdf},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Behavioral QLTL.\n \n \n \n \n\n\n \n De Giacomo, G.; and Perelli, G.\n\n\n \n\n\n\n CoRR, abs/2102.11184. 2021.\n \n\n\n\n
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@article{arxiv2021dp,\n archiveprefix = {arXiv},\n author = {Giuseppe {De Giacomo} and\nGiuseppe Perelli},\n eprint = {2102.11184},\n journal = {CoRR},\n keywords = {WP5},\n title = {Behavioral {QLTL}},\n url_paper = {https://whitemech.github.io/papers/2021/arxiv2021dp.pdf},\n volume = {abs/2102.11184},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Recognizing LTLf/PLTLf Goals in Fully Observable Non-Deterministic Domain Models.\n \n \n \n \n\n\n \n Fraga Pereira, R.; Fuggitti, F.; and De Giacomo, G.\n\n\n \n\n\n\n CoRR, abs/2103.11692. March 2021.\n \n\n\n\n
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@article{arxiv2021ffd,\n archiveprefix = {arXiv},\n author = {{Fraga Pereira}, Ramon and Fuggitti, Francesco and {De Giacomo}, Giuseppe},\n eprint = {2103.11692},\n journal = {CoRR},\n keywords = {WP5},\n month = {March},\n primaryclass = {cs.AI},\n title = {Recognizing {LTLf}/{PLTLf} Goals in Fully Observable Non-Deterministic Domain Models},\n url_paper = {https://whitemech.github.io/papers/2021/arxiv2021ffd.pdf},\n volume = {abs/2103.11692},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Inferring Agents Preferences as Priors for Probabilistic Goal Recognition.\n \n \n \n \n\n\n \n Max Gusmao, K.; Fraga Pereira, R.; Grahl Pereira, A.; and Meneguzzi, F.\n\n\n \n\n\n\n CoRR, abs/2102.11791. 2021.\n \n\n\n\n
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@article{arxiv2021mfgm,\n archiveprefix = {arXiv},\n author = {Kin {Max Gusmao} and Ramon {Fraga Pereira} and Andre {Grahl Pereira} and Felipe Meneguzzi},\n eprint = {2102.11791},\n journal = {CoRR},\n keywords = {WP5,Outside-Europe},\n title = {Inferring Agents Preferences as Priors for Probabilistic Goal Recognition},\n url_paper = {https://whitemech.github.io/papers/2021/arxiv2021mfgm.pdf},\n volume = {abs/2102.11791},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n Hierarchical Task Assignment and Path Finding with Limited Communication for Robot Swarms.\n \n \n \n\n\n \n Albani, D.; Hönig, W.; Nardi, D.; Ayanian, N.; and Trianni, V.\n\n\n \n\n\n\n Applied Sciences, 11(7): 3115. 2021.\n \n\n\n\n
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@article{as2021ahnat,\n author = {Dario Albani and Wolfgang {H\\"onig} and Daniele Nardi and Nora Ayanian and Vito Trianni},\n doi = {10.3390/app11073115},\n journal = {Applied Sciences},\n keywords = {WP6},\n number = {7},\n pages = {3115},\n publisher = {{MDPI} {AG}},\n title = {Hierarchical Task Assignment and Path Finding with Limited Communication for Robot Swarms},\n volume = {11},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Biaffine Dependency and Semantic Graph Parsing for EnhancedUniversal Dependencies.\n \n \n \n \n\n\n \n Attardi, G.; Sartiano, D.; and Simi, M.\n\n\n \n\n\n\n In Proceedings of the 17th International Conference on Parsing Technologies and the IWPT 2021 Shared Task on Parsing into Enhanced Universal Dependencies (IWPT 2021), pages 184–188, Online, August 2021. Association for Computational Linguistics\n \n\n\n\n
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@inproceedings{attardi-etal-2021-biaffine,\n address = {Online},\n author = {Attardi, Giuseppe  and\nSartiano, Daniele  and\nSimi, Maria},\n booktitle = {Proceedings of the 17th International Conference on Parsing Technologies and the IWPT 2021 Shared Task on Parsing into Enhanced Universal Dependencies (IWPT 2021)},\n doi = {10.18653/v1/2021.iwpt-1.19},\n keywords = {WP4},\n month = {August},\n pages = {184--188},\n publisher = {Association for Computational Linguistics},\n title = {Biaffine Dependency and Semantic Graph Parsing for {E}nhanced{U}niversal Dependencies},\n url_paper = {https://aclanthology.org/2021.iwpt-1.19},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n OpenML Benchmarking Suites.\n \n \n \n\n\n \n Bischl, B.; Casalicchio, G.; Feurer, M.; Hutter, F.; Lang, M.; Mantovani, R.; van Rijn , J.; and Vanschoren, J.\n\n\n \n\n\n\n In Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks, of NIPS'21, 2021. \n \n\n\n\n
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@inproceedings{Bischl2017,\n author = {{Bischl}, B. and {Casalicchio}, G. and {Feurer}, M. and {Hutter}, F. and {Lang}, M. and {Mantovani}, R.~G. and {van Rijn}, J.~N. and {Vanschoren}, J.},\n booktitle = {{Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks}},\n keywords = {WP7,2+TAILOR-Partners,A-level},\n series = {NIPS'21},\n title = {{OpenML Benchmarking Suites}},\n year = {2021}\n}\n\n
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@inproceedings{BloEtAl21,\n author = {van der Blom, Koen and Serban, Alex and Hoos, Holger and Visser, Joost},\n booktitle = {8th ICML Workshop on Automated Machine Learning},\n keywords = {WP7},\n numpages = {13},\n title = {AutoML Adoption in ML Software},\n url_paper = {https://openreview.net/forum?id=tC8Qt2ogAy2},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Negative Side Effects and AI Agent Indicators: Experiments in SafeLife.\n \n \n \n \n\n\n \n Burden, J.; Hernández-Orallo, J.; and hÉigeartaigh , S. Ó\n\n\n \n\n\n\n In SafeAI@AAAI, 2021. \n \n\n\n\n
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@inproceedings{burden2021negative,\n author = {Burden, John and Hern{\\'a}ndez-Orallo, Jos{\\'e} and Sean Ó hÉigeartaigh},\n booktitle = {SafeAI@AAAI},\n keywords = {WP3},\n title = {Negative Side Effects and AI Agent Indicators: Experiments in SafeLife},\n url_paper = {http://josephorallo.webs.upv.es/escrits/SafeAI2021.pdf},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Optimisation of Annual Planned Rail Maintenance.\n \n \n \n \n\n\n \n Oudshoorn, M.; Koppenberg, T.; and Yorke-Smith, N.\n\n\n \n\n\n\n Computer-Aided Civil and Infrastructure Engineering, e-print ahead of press. 2021.\n \n\n\n\n
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@article{cacie2021oky,\n author = {Menno Oudshoorn and Timo Koppenberg and Neil Yorke-Smith},\n journal = {Computer-Aided Civil and Infrastructure Engineering},\n keywords = {WP4,A-level},\n title = {Optimisation of Annual Planned Rail Maintenance},\n url_paper = {http://homepage.tudelft.nl/0p6y8/papers/j36.pdf},\n volume = {e-print ahead of press},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n Fuzzy OWL-BOOST: Learning Fuzzy Concept Inclusions via Real-Valued Boosting.\n \n \n \n\n\n \n Cardillo, F. A.; and Straccia, U.\n\n\n \n\n\n\n Fuzzy Sets and Systems. 2021.\n \n\n\n\n
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@article{Cardillo21,\n author = {Franco Alberto Cardillo and Umberto Straccia},\n doi = {10.1016/j.fss.2021.07.002},\n journal = {Fuzzy Sets and Systems},\n keywords = {WP3,WP4,A-level},\n title = {Fuzzy OWL-BOOST: Learning Fuzzy Concept Inclusions via Real-Valued Boosting},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Enabling Game-Theoretical Analysis of Social Rules.\n \n \n \n \n\n\n \n Montes, N.; Osman, N.; and Sierra, C.\n\n\n \n\n\n\n In CCIA, volume 339, of Frontiers in Artificial Intelligence and Applications, pages 90–99, 2021. IOS Press\n \n\n\n\n
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@inproceedings{ccia2021mos,\n author = {Nieves Montes and\nNardine Osman and\nCarles Sierra},\n booktitle = {{CCIA}},\n keywords = {WP6,WP9},\n pages = {90--99},\n publisher = {{IOS} Press},\n series = {Frontiers in Artificial Intelligence and Applications},\n title = {Enabling Game-Theoretical Analysis of Social Rules},\n url_paper = {https://www.iiia.csic.es/media/filer_public/40/7d/407d636c-2ee6-4bf6-82dd-d82388a56f2f/montes_ccia2021.pdf},\n volume = {339},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Learning Variable Activity Initialisation for Lazy Clause Generation Solvers.\n \n \n \n \n\n\n \n van Driel, R.; Demirovic, E.; and Yorke-Smith, N.\n\n\n \n\n\n\n In Integration of Constraint Programming, Artificial Intelligence, and Operations Research - 18th International Conference, CPAIOR 2021, Vienna, Austria, July 5-8, 2021, Proceedings, volume 12735, of Lecture Notes in Computer Science, pages 62–71, 2021. Springer\n \n\n\n\n
\n\n\n\n \n \n \"LearningPaper\n  \n \n \n \"Learning paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@inproceedings{cpaior2021ddys,\n author = {Ronald van Driel and\nEmir Demirovic and\nNeil Yorke{-}Smith},\n booktitle = {Integration of Constraint Programming, Artificial Intelligence, and\nOperations Research - 18th International Conference, {CPAIOR} 2021,\nVienna, Austria, July 5-8, 2021, Proceedings},\n doi = {10.1007/978-3-030-78230-6\\_4},\n keywords = {WP4},\n pages = {62--71},\n publisher = {Springer},\n series = {Lecture Notes in Computer Science},\n title = {Learning Variable Activity Initialisation for Lazy Clause Generation\nSolvers},\n url = {https://doi.org/10.1007/978-3-030-78230-6\\_4},\n url_paper = {http://homepage.tudelft.nl/0p6y8/papers/c28.pdf},\n volume = {12735},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n On Quantifying Literals in Boolean Logic and Its Applications to Explainable AI.\n \n \n \n\n\n \n Darwiche, A.; and Marquis, P.\n\n\n \n\n\n\n JAIR, 72: 285-328. 2021.\n \n\n\n\n
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\n 
@article{DarwicheMarquis21,\n author = {Adnan Darwiche and\nPierre Marquis},\n journal = {JAIR},\n keywords = {WP3,A-level},\n pages = {285-328},\n title = {On Quantifying Literals in Boolean Logic and Its Applications to Explainable\n{AI}},\n volume = {72},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n Contextual Conditional Reasoning.\n \n \n \n\n\n \n Casini, G.; Meyer, T. A.; and Varzinczak, I.\n\n\n \n\n\n\n In AAAI, pages 6254–6261, 2021. AAAI Press\n \n\n\n\n
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@inproceedings{DBLP:conf/aaai/CasiniMV21,\n author = {Giovanni Casini and\nThomas Andreas Meyer and\nIvan Varzinczak},\n booktitle = {{AAAI}},\n keywords = {WP3},\n pages = {6254--6261},\n publisher = {{AAAI} Press},\n title = {Contextual Conditional Reasoning},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Towards a Competence-Based Approach to Allocate Teams to Tasks.\n \n \n \n \n\n\n \n Georgara, A.; Rodríguez-Aguilar, J. A.; and Sierra, C.\n\n\n \n\n\n\n In Proceedings of the 20th International Conference on Autonomous Agents and MultiAgent Systems, pages 1504-1506, 2021. International Foundation for Autonomous Agents and Multiagent Systems\n \n\n\n\n
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@inproceedings{DBLP:conf/aamas/Georgara21,\n author = {Georgara, Athina and Rodr\\'{\\i}guez-Aguilar, Juan A. and Sierra, Carles},\n booktitle = {Proceedings of the 20th International Conference on Autonomous Agents and MultiAgent Systems},\n keywords = {WP6},\n pages = {1504-1506},\n publisher = {International Foundation for Autonomous Agents and Multiagent Systems},\n title = {Towards a Competence-Based Approach to Allocate Teams to Tasks},\n url_paper = {https://www.iiia.csic.es/media/filer_public/56/bd/56bd5c0d-2df6-4627-b2e8-23fda46533d0/aamas_2021_extendedabstract_submission_385.pdf},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Designing Shapelets for Interpretable Data-Agnostic Classification.\n \n \n \n \n\n\n \n Guidotti, R.; and Monreale, A.\n\n\n \n\n\n\n In AIES '21: AAAI/ACM Conference on AI, Ethics, and Society, Virtual Event, USA, May 19-21, 2021, pages 532–542, 2021. ACM\n \n\n\n\n
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@inproceedings{DBLP:conf/aies/GuidottiM21,\n author = {Riccardo Guidotti and\nAnna Monreale},\n booktitle = {{AIES} '21: {AAAI/ACM} Conference on AI, Ethics, and Society, Virtual\nEvent, USA, May 19-21, 2021},\n doi = {10.1145/3461702.3462553},\n keywords = {WP3,A-level},\n pages = {532--542},\n publisher = {{ACM}},\n title = {Designing Shapelets for Interpretable Data-Agnostic Classification},\n url = {https://doi.org/10.1145/3461702.3462553},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Value-Guided Synthesis of Parametric Normative Systems.\n \n \n \n \n\n\n \n Montes, N.; and Sierra, C.\n\n\n \n\n\n\n In AAMAS, pages 907–915, 2021. ACM\n \n\n\n\n
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@inproceedings{DBLP:conf/atal/MontesS21,\n author = {Nieves Montes and\nCarles Sierra},\n booktitle = {{AAMAS}},\n keywords = {WP6,A-level},\n pages = {907--915},\n publisher = {{ACM}},\n title = {Value-Guided Synthesis of Parametric Normative Systems},\n url_paper = {https://www.iiia.csic.es/media/filer_public/c2/e5/c2e51eb4-de65-438c-8277-bc7439af73db/aamas2021-conferencepaper.pdf},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Query Definability and Its Approximations in Ontology-based Data Management.\n \n \n \n \n\n\n \n Cima, G.; Croce, F.; and Lenzerini, M.\n\n\n \n\n\n\n In Demartini, G.; Zuccon, G.; Culpepper, J. S.; Huang, Z.; and Tong, H., editor(s), CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021, pages 271–280, 2021. ACM\n \n\n\n\n
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@inproceedings{DBLP:conf/cikm/CimaCL21,\n author = {Gianluca Cima and\nFederico Croce and\nMaurizio Lenzerini},\n booktitle = {{CIKM} '21: The 30th {ACM} International Conference on Information\nand Knowledge Management, Virtual Event, Queensland, Australia, November\n1 - 5, 2021},\n doi = {10.1145/3459637.3482466},\n editor = {Gianluca Demartini and\nGuido Zuccon and\nJ. Shane Culpepper and\nZi Huang and\nHanghang Tong},\n keywords = {WP4,WP5,A-level},\n pages = {271--280},\n publisher = {{ACM}},\n title = {Query Definability and Its Approximations in Ontology-based Data Management},\n url = {https://doi.org/10.1145/3459637.3482466},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Abstract Argumentation with Qualitative Uncertainty: An Analysis in Dynamic Logic.\n \n \n \n \n\n\n \n Herzig, A.; and Yuste-Ginel, A.\n\n\n \n\n\n\n In Logic and Argumentation - 4th International Conference, CLAR 2021, Hangzhou, China, October 20-22, 2021, Proceedings, volume 13040, of Lecture Notes in Computer Science, pages 190–208, 2021. Springer\n \n\n\n\n
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@inproceedings{DBLP:conf/clar/HerzigY21,\n author = {Andreas Herzig and\nAntonio Yuste{-}Ginel},\n booktitle = {Logic and Argumentation - 4th International Conference, {CLAR} 2021,\nHangzhou, China, October 20-22, 2021, Proceedings},\n doi = {10.1007/978-3-030-89391-0\\_11},\n keywords = {WP6},\n pages = {190--208},\n publisher = {Springer},\n series = {Lecture Notes in Computer Science},\n title = {Abstract Argumentation with Qualitative Uncertainty: An Analysis in\nDynamic Logic},\n url = {https://doi.org/10.1007/978-3-030-89391-0\\_11},\n volume = {13040},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Abstract Argumentation with Qualitative Uncertainty: An Analysis in Dynamic Logic.\n \n \n \n \n\n\n \n Herzig, A.; and Yuste-Ginel, A.\n\n\n \n\n\n\n In Logic and Argumentation - 4th International Conference, CLAR 2021, Hangzhou, China, October 20-22, 2021, Proceedings, volume 13040, of Lecture Notes in Computer Science, pages 190–208, 2021. Springer\n \n\n\n\n
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@inproceedings{DBLP:conf/clar/HerzigY21,\n author = {Andreas Herzig and\nAntonio Yuste{-}Ginel},\n booktitle = {Logic and Argumentation - 4th International Conference, {CLAR} 2021,\nHangzhou, China, October 20-22, 2021, Proceedings},\n doi = {10.1007/978-3-030-89391-0\\_11},\n keywords = {WP6},\n pages = {190--208},\n publisher = {Springer},\n series = {Lecture Notes in Computer Science},\n title = {Abstract Argumentation with Qualitative Uncertainty: An Analysis in\nDynamic Logic},\n url = {https://doi.org/10.1007/978-3-030-89391-0\\_11},\n volume = {13040},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Deriving a Single Interpretable Model by Merging Tree-Based Classifiers.\n \n \n \n \n\n\n \n Bonsignori, V.; Guidotti, R.; and Monreale, A.\n\n\n \n\n\n\n In Discovery Science - 24th International Conference, DS 2021, Halifax, NS, Canada, October 11-13, 2021, Proceedings, volume 12986, of Lecture Notes in Computer Science, pages 347–357, 2021. Springer\n \n\n\n\n
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@inproceedings{DBLP:conf/dis/BonsignoriGM21,\n author = {Valerio Bonsignori and\nRiccardo Guidotti and\nAnna Monreale},\n booktitle = {Discovery Science - 24th International Conference, {DS} 2021, Halifax,\nNS, Canada, October 11-13, 2021, Proceedings},\n doi = {10.1007/978-3-030-88942-5\\_27},\n keywords = {WP3},\n pages = {347--357},\n publisher = {Springer},\n series = {Lecture Notes in Computer Science},\n title = {Deriving a Single Interpretable Model by Merging Tree-Based Classifiers},\n url = {https://doi.org/10.1007/978-3-030-88942-5\\_27},\n volume = {12986},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Privacy Risk Assessment of Individual Psychometric Profiles.\n \n \n \n \n\n\n \n Mariani, G.; Monreale, A.; and Naretto, F.\n\n\n \n\n\n\n In Discovery Science - 24th International Conference, DS 2021, Halifax, NS, Canada, October 11-13, 2021, Proceedings, volume 12986, of Lecture Notes in Computer Science, pages 411–421, 2021. Springer\n \n\n\n\n
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@inproceedings{DBLP:conf/dis/MarianiMN21,\n author = {Giacomo Mariani and\nAnna Monreale and\nFrancesca Naretto},\n booktitle = {Discovery Science - 24th International Conference, {DS} 2021, Halifax,\nNS, Canada, October 11-13, 2021, Proceedings},\n doi = {10.1007/978-3-030-88942-5\\_32},\n keywords = {WP3},\n pages = {411--421},\n publisher = {Springer},\n series = {Lecture Notes in Computer Science},\n title = {Privacy Risk Assessment of Individual Psychometric Profiles},\n url = {https://doi.org/10.1007/978-3-030-88942-5\\_32},\n volume = {12986},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Model-theoretic Characterizations of Rule-based Ontologies.\n \n \n \n \n\n\n \n Console, M.; Kolaitis, P. G.; and Pieris, A.\n\n\n \n\n\n\n In Homola, M.; Ryzhikov, V.; and Schmidt, R. A., editor(s), Proceedings of the 34th International Workshop on Description Logics (DL 2021) part of Bratislava Knowledge September (BAKS 2021), Bratislava, Slovakia, September 19th to 22nd, 2021, volume 2954, of CEUR Workshop Proceedings, 2021. CEUR-WS.org\n \n\n\n\n
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@inproceedings{DBLP:conf/dlog/ConsoleKP21,\n author = {Marco Console and\nPhokion G. Kolaitis and\nAndreas Pieris},\n booktitle = {Proceedings of the 34th International Workshop on Description Logics\n(DL 2021) part of Bratislava Knowledge September (BAKS 2021),\nBratislava, Slovakia, September 19th to 22nd, 2021},\n editor = {Martin Homola and\nVladislav Ryzhikov and\nRenate A. Schmidt},\n keywords = {WP4,Outside-Europe},\n publisher = {CEUR-WS.org},\n series = {{CEUR} Workshop Proceedings},\n title = {Model-theoretic Characterizations of Rule-based Ontologies},\n url = {http://ceur-ws.org/Vol-2954/paper-10.pdf},\n volume = {2954},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Hybridization of Racing Methods with Evolutionary Operators for Simulation Optimization of Traffic Lights Programs.\n \n \n \n \n\n\n \n Cintrano, C.; Ferrer, J.; López-Ibáñez, M.; and Alba, E.\n\n\n \n\n\n\n In Evolutionary Computation in Combinatorial Optimization - 21st European Conference, EvoCOP 2021, Held as Part of EvoStar 2021, Virtual Event, April 7-9, 2021, Proceedings, volume 12692, of Lecture Notes in Computer Science, pages 17–33, 2021. Springer\n \n\n\n\n
\n\n\n\n \n \n \"Hybridization paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@inproceedings{DBLP:conf/evoW/CintranoFLA21,\n author = {Christian Cintrano and\nJavier Ferrer and\nManuel L{\\'{o}}pez{-}Ib{\\'{a}}{\\~{n}}ez and\nEnrique Alba},\n booktitle = {Evolutionary Computation in Combinatorial Optimization - 21st European\nConference, EvoCOP 2021, Held as Part of EvoStar 2021, Virtual Event,\nApril 7-9, 2021, Proceedings},\n doi = {10.1007/978-3-030-72904-2\\_2},\n keywords = {WP7},\n pages = {17--33},\n publisher = {Springer},\n series = {Lecture Notes in Computer Science},\n title = {Hybridization of Racing Methods with Evolutionary Operators for Simulation\nOptimization of Traffic Lights Programs},\n url_paper = {http://lopez-ibanez.eu/doc/CinFerLopAl2021evocop.pdf},\n volume = {12692},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Experimental Evaluation of Description Logic Concept Learning Algorithms for Static Malware Detection.\n \n \n \n \n\n\n \n Švec, P.; Balogh, Š.; and Homola, M.\n\n\n \n\n\n\n In Proceedings of the 7th International Conference on Information Systems Security and Privacy - Volume 1: ForSE, pages 792–799, 2021. SciTePress\n \n\n\n\n
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@inproceedings{DBLP:conf/forse/svec2021,\n author = {Peter Švec and Štefan Balogh and Martin Homola},\n booktitle = {Proceedings of the 7th International Conference on Information Systems Security and Privacy - Volume 1: ForSE},\n keywords = {WP3},\n pages = {792--799},\n publisher = {SciTePress},\n title = {Experimental Evaluation of Description Logic Concept Learning Algorithms for Static Malware Detection},\n url_paper = {https://www.scitepress.org/Papers/2021/104297/pdf/index.html},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n OPTION: optimization algorithm benchmarking ontology.\n \n \n \n \n\n\n \n Kostovska, A.; Vermetten, D.; Doerr, C.; Dzeroski, S.; Panov, P.; and Eftimov, T.\n\n\n \n\n\n\n In GECCO '21: Genetic and Evolutionary Computation Conference, Companion Volume, Lille, France, July 10-14, 2021, pages 239–240, 2021. ACM\n \n\n\n\n
\n\n\n\n \n \n \"OPTION:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@inproceedings{DBLP:conf/gecco/KostovskaVDDPE21,\n author = {Ana Kostovska and\nDiederick Vermetten and\nCarola Doerr and\nSaso Dzeroski and\nPance Panov and\nTome Eftimov},\n booktitle = {{GECCO} '21: Genetic and Evolutionary Computation Conference, Companion\nVolume, Lille, France, July 10-14, 2021},\n doi = {10.1145/3449726.3459579},\n keywords = {WP7},\n pages = {239--240},\n publisher = {{ACM}},\n title = {{OPTION:} optimization algorithm benchmarking ontology},\n url = {https://doi.org/10.1145/3449726.3459579},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Exact Approach for Electric Vehicle Charging Infrastructure Location: A Real Case Study in Málaga, Spain.\n \n \n \n \n\n\n \n Risso, C. E.; Cintrano, C.; Toutouh, J.; and Nesmachnow, S.\n\n\n \n\n\n\n In Nesmachnow, S.; and Hernández-Callejo, L., editor(s), Smart Cities - 4th Ibero-American Congress, ICSC-Cities 2021, Cancún,Mexico, November 29 - December 1, 2021, Revised Selected Papers, volume 1555, of Communications in Computer and Information Science, pages 42–57, 2021. Springer\n \n\n\n\n
\n\n\n\n \n \n \"ExactPaper\n  \n \n \n \"Exact paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n\n\n\n
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@inproceedings{DBLP:conf/icsc-cities/RissoCTN21,\n author = {Claudio E. Risso and\nChristian Cintrano and Jamal Toutouh and\nSergio Nesmachnow},\n booktitle = {Smart Cities - 4th Ibero-American Congress, ICSC-Cities 2021, Canc{\\'{u}}n,Mexico, November 29 - December 1, 2021, Revised Selected Papers},\n doi = {10.1007/978-3-030-96753-6\\_4},\n editor = {Sergio Nesmachnow and Luis Hern{\\'{a}}ndez{-}Callejo},\n keywords = {WP7,Outside-Europe},\n pages = {42--57},\n publisher = {Springer},\n series = {Communications in Computer and Information Science},\n title = {Exact Approach for Electric Vehicle Charging Infrastructure Location: {A} Real Case Study in M{\\'{a}}laga, Spain},\n url = {https://doi.org/10.1007/978-3-030-96753-6\\_4},\n url_paper = {https://www.researchgate.net/publication/358850836_Exact_Approach_for_Electric_Vehicle_Charging_Infrastructure_Location_A_Real_Case_Study_in_Malaga_Spain},\n volume = {1555},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Using Open Data to Analyze Public Bus Service from an Age Perspective: Melilla Case.\n \n \n \n \n\n\n \n Toutouh, J.; Lebrusán, I.; and Cintrano, C.\n\n\n \n\n\n\n In Nesmachnow, S.; and Hernández-Callejo, L., editor(s), Smart Cities - 4th Ibero-American Congress, ICSC-Cities 2021, Cancún, Mexico, November 29 - December 1, 2021, Revised Selected Papers, volume 1555, of Communications in Computer and Information Science, pages 223–239, 2021. Springer\n \n\n\n\n
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@inproceedings{DBLP:conf/icsc-cities/ToutouhLC21,\n author = {Jamal Toutouh and\nIrene Lebrus{\\'{a}}n and\nChristian Cintrano},\n booktitle = {Smart Cities - 4th Ibero-American Congress, ICSC-Cities 2021, Canc{\\'{u}}n,\nMexico, November 29 - December 1, 2021, Revised Selected Papers},\n doi = {10.1007/978-3-030-96753-6\\_16},\n editor = {Sergio Nesmachnow and\nLuis Hern{\\'{a}}ndez{-}Callejo},\n keywords = {WP7,Outside-Europe},\n pages = {223--239},\n publisher = {Springer},\n series = {Communications in Computer and Information Science},\n title = {Using Open Data to Analyze Public Bus Service from an Age Perspective: Melilla Case},\n url = {https://doi.org/10.1007/978-3-030-96753-6\\_16},\n url_paper = {https://www.researchgate.net/publication/358855422_Using_Open_Data_to_Analyze_Public_Bus_Service_from_an_Age_Perspective_Melilla_Case},\n volume = {1555},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n On Belief Change for Multi-Label Classifier Encodings.\n \n \n \n\n\n \n Coste-Marquis, S.; and Marquis, P.\n\n\n \n\n\n\n In IJCAI, pages 1829–1836, 2021. ijcai.org\n \n\n\n\n
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@inproceedings{DBLP:conf/ijcai/Coste-MarquisM21,\n author = {Sylvie Coste{-}Marquis and\nPierre Marquis},\n booktitle = {{IJCAI}},\n keywords = {WP3,A-level},\n pages = {1829--1836},\n publisher = {ijcai.org},\n title = {On Belief Change for Multi-Label Classifier Encodings},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n Using Platform Models for a Guided Explanatory Diagnosis Generation for Mobile Robots.\n \n \n \n\n\n \n Habering, D.; Hofmann, T.; and Lakemeyer, G.\n\n\n \n\n\n\n In IJCAI, pages 1908–1914, 2021. ijcai.org\n \n\n\n\n
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@inproceedings{DBLP:conf/ijcai/HaberingHL21,\n author = {Daniel Habering and\nTill Hofmann and\nGerhard Lakemeyer},\n booktitle = {{IJCAI}},\n keywords = {WP5,A-level},\n pages = {1908--1914},\n publisher = {ijcai.org},\n title = {Using Platform Models for a Guided Explanatory Diagnosis Generation\nfor Mobile Robots},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Multi-Agent Abstract Argumentation Frameworks With Incomplete Knowledge of Attacks.\n \n \n \n \n\n\n \n Herzig, A.; and Yuste-Ginel, A.\n\n\n \n\n\n\n In Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, IJCAI 2021, Virtual Event / Montreal, Canada, 19-27 August 2021, pages 1922–1928, 2021. ijcai.org\n \n\n\n\n
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@inproceedings{DBLP:conf/ijcai/HerzigY21,\n author = {Andreas Herzig and\nAntonio Yuste{-}Ginel},\n booktitle = {Proceedings of the Thirtieth International Joint Conference on Artificial\nIntelligence, {IJCAI} 2021, Virtual Event / Montreal, Canada, 19-27\nAugust 2021},\n doi = {10.24963/ijcai.2021/265},\n keywords = {WP6,A-level},\n pages = {1922--1928},\n publisher = {ijcai.org},\n title = {Multi-Agent Abstract Argumentation Frameworks With Incomplete Knowledge\nof Attacks},\n url_paper = {https://www.ijcai.org/proceedings/2021/0265.pdf},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n Reasoning about Beliefs and Meta-Beliefs by Regression in an Expressive Probabilistic Action Logic.\n \n \n \n\n\n \n Liu, D.; and Lakemeyer, G.\n\n\n \n\n\n\n In IJCAI, pages 1951–1958, 2021. ijcai.org\n \n\n\n\n
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@inproceedings{DBLP:conf/ijcai/LiuL21,\n author = {Daxin Liu and\nGerhard Lakemeyer},\n booktitle = {{IJCAI}},\n keywords = {WP5,A-level},\n pages = {1951--1958},\n publisher = {ijcai.org},\n title = {Reasoning about Beliefs and Meta-Beliefs by Regression in an Expressive\nProbabilistic Action Logic},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n Transforming Robotic Plans with Timed Automata to Solve Temporal Platform Constraints.\n \n \n \n\n\n \n Viehmann, T.; Hofmann, T.; and Lakemeyer, G.\n\n\n \n\n\n\n In IJCAI, pages 2083–2089, 2021. ijcai.org\n \n\n\n\n
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@inproceedings{DBLP:conf/ijcai/ViehmannHL21,\n author = {Tarik Viehmann and\nTill Hofmann and\nGerhard Lakemeyer},\n booktitle = {{IJCAI}},\n keywords = {WP5,A-level},\n pages = {2083--2089},\n publisher = {ijcai.org},\n title = {Transforming Robotic Plans with Timed Automata to Solve Temporal Platform\nConstraints},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Modeling Edge Features with Deep Bayesian Graph Networks.\n \n \n \n \n\n\n \n Atzeni, D.; Bacciu, D.; Errica, F.; and Micheli, A.\n\n\n \n\n\n\n In International Joint Conference on Neural Networks, IJCNN 2021, Shenzhen, China, July 18-22, 2021, pages 1–8, 2021. IEEE\n \n\n\n\n
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@inproceedings{DBLP:conf/ijcnn/AtzeniBEM21,\n author = {Daniele Atzeni and\nDavide Bacciu and\nFederico Errica and\nAlessio Micheli},\n booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2021, Shenzhen,\nChina, July 18-22, 2021},\n doi = {10.1109/IJCNN52387.2021.9533430},\n keywords = {WP4},\n pages = {1--8},\n publisher = {{IEEE}},\n title = {Modeling Edge Features with Deep Bayesian Graph Networks},\n url = {https://doi.org/10.1109/IJCNN52387.2021.9533430},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Graphgen-redux: a Fast and Lightweight Recurrent Model for labeled Graph Generation.\n \n \n \n \n\n\n \n Bacciu, D.; and Podda, M.\n\n\n \n\n\n\n In International Joint Conference on Neural Networks, IJCNN 2021, Shenzhen, China, July 18-22, 2021, pages 1–8, 2021. IEEE\n \n\n\n\n
\n\n\n\n \n \n \"Graphgen-redux:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@inproceedings{DBLP:conf/ijcnn/BacciuP21,\n author = {Davide Bacciu and\nMarco Podda},\n booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2021, Shenzhen,\nChina, July 18-22, 2021},\n doi = {10.1109/IJCNN52387.2021.9533743},\n keywords = {WP4},\n pages = {1--8},\n publisher = {{IEEE}},\n title = {Graphgen-redux: a Fast and Lightweight Recurrent Model for labeled\nGraph Generation},\n url = {https://doi.org/10.1109/IJCNN52387.2021.9533743},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Non-parametric Learning of Embeddings for Relational Data Using Gaifman Locality Theorem.\n \n \n \n \n\n\n \n Dhami, D. S.; Yan, S.; Kunapuli, G.; and Natarajan, S.\n\n\n \n\n\n\n In Inductive Logic Programming - 30th International Conference, ILP 2021, Virtual Event, October 25-27, 2021, Proceedings, pages 95–110, 2021. Springer\n \n\n\n\n
\n\n\n\n \n \n \"Non-parametric paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@inproceedings{DBLP:conf/ilp/DhamiYKN21,\n author = {Devendra Singh Dhami and\nSiwen Yan and\nGautam Kunapuli and\nSriraam Natarajan},\n booktitle = {Inductive Logic Programming - 30th International Conference, {ILP}\n2021, Virtual Event, October 25-27, 2021, Proceedings},\n keywords = {WP4},\n pages = {95--110},\n publisher = {Springer},\n title = {Non-parametric Learning of Embeddings for Relational Data Using Gaifman\nLocality Theorem},\n url_paper = {https://doi.org/10.1007/978-3-030-97454-1\\_7},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Generative Clausal Networks: Relational Decision Trees as Probabilistic Circuits.\n \n \n \n \n\n\n \n Ventola, F.; Dhami, D. S.; and Kersting, K.\n\n\n \n\n\n\n In Inductive Logic Programming - 30th International Conference, ILP 2021, Virtual Event, October 25-27, 2021, Proceedings, pages 251–265, 2021. \n \n\n\n\n
\n\n\n\n \n \n \"Generative paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@inproceedings{DBLP:conf/ilp/VentolaDK21,\n author = {Fabrizio Ventola and\nDevendra Singh Dhami and\nKristian Kersting},\n booktitle = {Inductive Logic Programming - 30th International Conference, {ILP}\n2021, Virtual Event, October 25-27, 2021, Proceedings},\n keywords = {WP4},\n pages = {251--265},\n title = {Generative Clausal Networks: Relational Decision Trees as Probabilistic\nCircuits},\n url_paper = {https://doi.org/10.1007/978-3-030-97454-1\\_18},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n Europarl-ASR: A Large Corpus of Parliamentary Debates for Streaming ASR Benchmarking and Speech Data Filtering/Verbatimization.\n \n \n \n\n\n \n Díaz-Munío, G. V. G.; Silvestre-Cerdà, J. A.; Jorge, J.; Giménez-Pastor, A.; Iranzo-Sánchez, J.; Baquero-Arnal, P.; Roselló, N.; de Martos, A. P. G.; Civera, J.; Sanchís, A.; and Juan, A.\n\n\n \n\n\n\n In Interspeech, 2021. ISCA\n \n\n\n\n
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@inproceedings{DBLP:conf/interspeech/Diaz-MunioSJGIB21,\n author = {Gon{\\c{c}}al V. Garc{\\'{e}}s D{\\'{\\i}}az{-}Mun{\\'{\\i}}o and\nJoan Albert Silvestre{-}Cerd{\\`{a}} and\nJavier Jorge and\nAdri{\\`{a}} Gim{\\'{e}}nez{-}Pastor and\nJavier Iranzo{-}S{\\'{a}}nchez and\nPau Baquero{-}Arnal and\nNahuel Rosell{\\'{o}} and\nAlejandro P{\\'{e}}rez Gonz{\\'{a}}lez de Martos and\nJorge Civera and\nAlbert Sanch{\\'{\\i}}s and\nAlfons Juan},\n booktitle = {Interspeech},\n keywords = {WP7},\n publisher = {{ISCA}},\n title = {Europarl-ASR: {A} Large Corpus of Parliamentary Debates for Streaming\n{ASR} Benchmarking and Speech Data Filtering/Verbatimization},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Exemplars and Counterexemplars Explanations for Image Classifiers, Targeting Skin Lesion Labeling.\n \n \n \n \n\n\n \n Metta, C.; Guidotti, R.; Yin, Y.; Gallinari, P.; and Rinzivillo, S.\n\n\n \n\n\n\n In IEEE Symposium on Computers and Communications, ISCC 2021, Athens, Greece, September 5-8, 2021, pages 1–7, 2021. IEEE\n \n\n\n\n
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@inproceedings{DBLP:conf/iscc/MettaGYGR21,\n author = {Carlo Metta and\nRiccardo Guidotti and\nYuan Yin and\nPatrick Gallinari and\nSalvatore Rinzivillo},\n booktitle = {{IEEE} Symposium on Computers and Communications, {ISCC} 2021, Athens,\nGreece, September 5-8, 2021},\n doi = {10.1109/ISCC53001.2021.9631485},\n keywords = {WP3},\n pages = {1--7},\n publisher = {{IEEE}},\n title = {Exemplars and Counterexemplars Explanations for Image Classifiers,\nTargeting Skin Lesion Labeling},\n url = {https://doi.org/10.1109/ISCC53001.2021.9631485},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n On the Computational Intelligibility of Boolean Classifiers.\n \n \n \n\n\n \n Audemard, G.; Bellart, S.; Bounia, L.; Koriche, F.; Lagniez, J.; and Marquis, P.\n\n\n \n\n\n\n In KR, pages 74–86, 2021. \n \n\n\n\n
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@inproceedings{DBLP:conf/kr/AudemardBBKLM21,\n author = {Gilles Audemard and\nSteve Bellart and\nLouenas Bounia and\nFr{\\'{e}}d{\\'{e}}ric Koriche and\nJean{-}Marie Lagniez and\nPierre Marquis},\n booktitle = {{KR}},\n keywords = {WP3,A-level},\n pages = {74--86},\n title = {On the Computational Intelligibility of Boolean Classifiers},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Correcting Hierarchical Plans by Action Deletion.\n \n \n \n \n\n\n \n Barták, R.; Ondrcková, S.; Behnke, G.; and Bercher, P.\n\n\n \n\n\n\n In KR, pages 99–109, 2021. \n \n\n\n\n
\n\n\n\n \n \n \"Correcting paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n \n \n\n\n\n
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@inproceedings{DBLP:conf/kr/BartakOBB21,\n author = {Roman Bart{\\'{a}}k and\nSimona Ondrckov{\\'{a}} and\nGregor Behnke and\nPascal Bercher},\n booktitle = {{KR}},\n doi = {10.24963/kr.2021/10},\n keywords = {WP4,Outside-Europe,A-level},\n pages = {99--109},\n title = {Correcting Hierarchical Plans by Action Deletion},\n url_paper = {https://proceedings.kr.org/2021/10/kr2021-0010-bartak-et-al.pdf},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Beyond Simple Images: Human Knowledge-Guided GANs for Clinical Data Generation.\n \n \n \n \n\n\n \n Dhami, D. S.; Das, M.; and Natarajan, S.\n\n\n \n\n\n\n In Proceedings of the 18th International Conference on Principles of Knowledge Representation and Reasoning, KR 2021, Online event, November 3-12, 2021, pages 247–257, 2021. \n \n\n\n\n
\n\n\n\n \n \n \"Beyond paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@inproceedings{DBLP:conf/kr/DhamiDN21,\n author = {Devendra Singh Dhami and\nMayukh Das and\nSriraam Natarajan},\n booktitle = {Proceedings of the 18th International Conference on Principles of\nKnowledge Representation and Reasoning, {KR} 2021, Online event, November\n3-12, 2021},\n keywords = {WP4},\n pages = {247--257},\n title = {Beyond Simple Images: Human Knowledge-Guided GANs for Clinical Data\nGeneration},\n url_paper = {https://doi.org/10.24963/kr.2021/24},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n A Dynamic Epistemic Logic with Finite Iteration and Parallel Composition.\n \n \n \n \n\n\n \n Herzig, A.; Maris, F.; and Perrotin, E.\n\n\n \n\n\n\n In Proceedings of the 18th International Conference on Principles of Knowledge Representation and Reasoning, KR 2021, Online event, November 3-12, 2021, pages 676–680, 2021. \n \n\n\n\n
\n\n\n\n \n \n \"APaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n\n\n\n
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@inproceedings{DBLP:conf/kr/HerzigMP21,\n author = {Andreas Herzig and\nFr{\\'{e}}d{\\'{e}}ric Maris and\nElise Perrotin},\n booktitle = {Proceedings of the 18th International Conference on Principles of\nKnowledge Representation and Reasoning, {KR} 2021, Online event, November\n3-12, 2021},\n doi = {10.24963/kr.2021/68},\n keywords = {WP5,A-level},\n pages = {676--680},\n title = {A Dynamic Epistemic Logic with Finite Iteration and Parallel Composition},\n url = {https://proceedings.kr.org/2021/68/kr2021-0068-herzig-et-al.pdf},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n On the Epistemic Logic of Incomplete Argumentation Frameworks.\n \n \n \n \n\n\n \n Herzig, A.; and Yuste-Ginel, A.\n\n\n \n\n\n\n In Proceedings of the 18th International Conference on Principles of Knowledge Representation and Reasoning, KR 2021, Online event, November 3-12, 2021, pages 681–685, 2021. \n \n\n\n\n
\n\n\n\n \n \n \"OnPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n\n\n\n
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@inproceedings{DBLP:conf/kr/HerzigY21,\n author = {Andreas Herzig and\nAntonio Yuste{-}Ginel},\n booktitle = {Proceedings of the 18th International Conference on Principles of\nKnowledge Representation and Reasoning, {KR} 2021, Online event, November\n3-12, 2021},\n doi = {10.24963/kr.2021/69},\n keywords = {WP6,A-level},\n pages = {681--685},\n title = {On the Epistemic Logic of Incomplete Argumentation Frameworks},\n url = {https://doi.org/10.24963/kr.2021/69},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Abstraction in Data Integration.\n \n \n \n \n\n\n \n Cima, G.; Console, M.; Lenzerini, M.; and Poggi, A.\n\n\n \n\n\n\n In 36th Annual ACM/IEEE Symposium on Logic in Computer Science, LICS 2021, Rome, Italy, June 29 - July 2, 2021, pages 1–11, 2021. IEEE\n \n\n\n\n
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@inproceedings{DBLP:conf/lics/CimaCLP21,\n author = {Gianluca Cima and\nMarco Console and\nMaurizio Lenzerini and\nAntonella Poggi},\n booktitle = {36th Annual {ACM/IEEE} Symposium on Logic in Computer Science, {LICS}\n2021, Rome, Italy, June 29 - July 2, 2021},\n doi = {10.1109/LICS52264.2021.9470716},\n keywords = {WP4,A-level},\n pages = {1--11},\n publisher = {{IEEE}},\n title = {Abstraction in Data Integration},\n url = {https://doi.org/10.1109/LICS52264.2021.9470716},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n Lessons learned from the NeurIPS 2021 MetaDL challenge: Backbone fine-tuning without episodic meta-learning dominates for few-shot learning image classification.\n \n \n \n\n\n \n Baz, A. E.; Ullah, I.; Alcobaça, E.; de Carvalho, A. C. P. L. F.; Chen, H.; Ferreira, F.; Gouk, H.; Guan, C.; Guyon, I.; Hospedales, T. M.; Hu, S.; Huisman, M.; Hutter, F.; Liu, Z.; Mohr, F.; Öztürk, E.; van Rijn, J. N.; Sun, H.; Wang, X.; and Zhu, W.\n\n\n \n\n\n\n In NeurIPS (Competition and Demos), volume 176, of Proceedings of Machine Learning Research, pages 80–96, 2021. PMLR\n \n\n\n\n
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@inproceedings{DBLP:conf/nips/BazUACCFGGGHHHH21,\n author = {Adrian El Baz and\nIhsan Ullah and\nEdesio Alcoba{\\c{c}}a and\nAndr{\\'{e}} C. P. L. F. de Carvalho and\nHong Chen and\nFabio Ferreira and\nHenry Gouk and\nChaoyu Guan and\nIsabelle Guyon and\nTimothy M. Hospedales and\nShell Hu and\nMike Huisman and\nFrank Hutter and\nZhengying Liu and\nFelix Mohr and\nEkrem {\\"{O}}zt{\\"{u}}rk and\nJan N. van Rijn and\nHaozhe Sun and\nXin Wang and\nWenwu Zhu},\n booktitle = {NeurIPS (Competition and Demos)},\n keywords = {WP7,2+TAILOR-Partners},\n pages = {80--96},\n publisher = {{PMLR}},\n series = {Proceedings of Machine Learning Research},\n title = {Lessons learned from the NeurIPS 2021 MetaDL challenge: Backbone fine-tuning\nwithout episodic meta-learning dominates for few-shot learning image\nclassification},\n volume = {176},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Benchmarking Approximate Consistent Query Answering.\n \n \n \n \n\n\n \n Calautti, M.; Console, M.; and Pieris, A.\n\n\n \n\n\n\n In Libkin, L.; Pichler, R.; and Guagliardo, P., editor(s), PODS'21: Proceedings of the 40th ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems, Virtual Event, China, June 20-25, 2021, pages 233–246, 2021. ACM\n \n\n\n\n
\n\n\n\n \n \n \"BenchmarkingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n\n\n\n
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@inproceedings{DBLP:conf/pods/CalauttiCP21,\n author = {Marco Calautti and\nMarco Console and\nAndreas Pieris},\n booktitle = {PODS'21: Proceedings of the 40th {ACM} {SIGMOD-SIGACT-SIGAI} Symposium\non Principles of Database Systems, Virtual Event, China, June 20-25,\n2021},\n doi = {10.1145/3452021.3458309},\n editor = {Leonid Libkin and\nReinhard Pichler and\nPaolo Guagliardo},\n keywords = {WP4,A-level},\n pages = {233--246},\n publisher = {{ACM}},\n title = {Benchmarking Approximate Consistent Query Answering},\n url = {https://doi.org/10.1145/3452021.3458309},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n A new approach for cross-silo federated learning and its privacy risks.\n \n \n \n \n\n\n \n Fontana, M.; Naretto, F.; and Monreale, A.\n\n\n \n\n\n\n In 18th International Conference on Privacy, Security and Trust, PST 2021, Auckland, New Zealand, December 13-15, 2021, pages 1–10, 2021. IEEE\n \n\n\n\n
\n\n\n\n \n \n \"APaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@inproceedings{DBLP:conf/pst/FontanaNM21,\n author = {Michele Fontana and\nFrancesca Naretto and\nAnna Monreale},\n booktitle = {18th International Conference on Privacy, Security and Trust, {PST}\n2021, Auckland, New Zealand, December 13-15, 2021},\n doi = {10.1109/PST52912.2021.9647753},\n keywords = {WP3},\n pages = {1--10},\n publisher = {{IEEE}},\n title = {A new approach for cross-silo federated learning and its privacy risks},\n url = {https://doi.org/10.1109/PST52912.2021.9647753},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n An Audit of Misinformation Filter Bubbles on YouTube: Bubble Bursting and Recent Behavior Changes.\n \n \n \n \n\n\n \n Tomlein, M.; Pecher, B.; Simko, J.; Srba, I.; Moro, R.; Stefancova, E.; Kompan, M.; Hrckova, A.; Podrouzek, J.; and Bielikova, M.\n\n\n \n\n\n\n In Proceedings of the 15th ACM Conference on Recommender Systems, pages 1–11, 2021. Association for Computing Machinery\n \n\n\n\n
\n\n\n\n \n \n \"An paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n\n\n\n
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@inproceedings{DBLP:conf/recsys/tomlein2021,\n author = {Tomlein, Matus and Pecher, Branislav and Simko, Jakub and Srba, Ivan and Moro, Robert and Stefancova, Elena and Kompan, Michal and Hrckova, Andrea and Podrouzek, Juraj and Bielikova, Maria},\n booktitle = {Proceedings of the 15th ACM Conference on Recommender Systems},\n keywords = {WP6,A-level},\n pages = {1–11},\n publisher = {Association for Computing Machinery},\n title = {An Audit of Misinformation Filter Bubbles on YouTube: Bubble Bursting and Recent Behavior Changes},\n url_paper = {https://arxiv.org/abs/2203.13769},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Assessment of Manifold Unfolding in Trained Deep Neural Network Classifiers.\n \n \n \n \n\n\n \n Pócoš, Š.; Bečková, I.; Kuzma, T.; and Farkaš, I.\n\n\n \n\n\n\n In Trustworthy AI - Integrating Learning, Optimization and Reasoning, pages 93–103, 2021. Springer International Publishing\n \n\n\n\n
\n\n\n\n \n \n \"Assessment paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@inproceedings{DBLP:conf/tailor/pocos2021,\n author = {Š̌tefan Pócoš and Iveta Bečková and Tomáš Kuzma and Igor Farkaš},\n booktitle = {Trustworthy AI - Integrating Learning, Optimization and Reasoning},\n keywords = {WP3},\n pages = {93--103},\n publisher = {Springer International Publishing},\n title = {Assessment of Manifold Unfolding in Trained Deep Neural Network Classifiers},\n url_paper = {https://link.springer.com/chapter/10.1007/978-3-030-73959-1_9},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Towards Continuous Automatic Audits of Social Media Adaptive Behavior and its Role in Misinformation Spreading.\n \n \n \n \n\n\n \n Simko, J.; Tomlein, M.; Pecher, B.; Moro, R.; Srba, I.; Stefancova, E.; Hrckova, A.; Kompan, M.; Podrouzek, J.; and Bielikova, M.\n\n\n \n\n\n\n In Adjunct Proceedings of the 29th ACM Conference on User Modeling, Adaptation and Personalization, pages 411–414, 2021. Association for Computing Machinery\n \n\n\n\n
\n\n\n\n \n \n \"Towards paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@inproceedings{DBLP:conf/umap/simko2021,\n author = {Jakub Simko and Matus Tomlein and Branislav Pecher and Robert Moro and Ivan Srba and Elena Stefancova and Andrea Hrckova and Michal Kompan and Juraj Podrouzek and Maria Bielikova},\n booktitle = {Adjunct Proceedings of the 29th ACM Conference on User Modeling, Adaptation and Personalization},\n keywords = {WP6},\n pages = {411–414},\n publisher = {Association for Computing Machinery},\n title = {Towards Continuous Automatic Audits of Social Media Adaptive Behavior and its Role in Misinformation Spreading},\n url_paper = {https://doi.org/10.1145/3450614.3463353},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n A Study of Fake News Reading and Annotating in Social Media Context.\n \n \n \n \n\n\n \n Simko, J.; Racsko, P.; Tomlein, M.; Hanakova, M.; Moro, R.; and Bielikova, M.\n\n\n \n\n\n\n In volume 27, pages 97–127, 2021. Taylor & Francis\n \n\n\n\n
\n\n\n\n \n \n \"A paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n\n\n\n
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@inproceedings{DBLP:journal/nrhm/simko2021,\n author = {Jakub Simko and Patrik Racsko and Matus Tomlein and Martina Hanakova and Robert Moro and Maria Bielikova},\n journal = {New Review of Hypermedia and Multimedia},\n keywords = {WP6,A-level},\n number = {1-2},\n pages = {97--127},\n publisher = {Taylor & Francis},\n title = {A Study of Fake News Reading and Annotating in Social Media Context},\n url_paper = {https://arxiv.org/abs/2109.12523},\n volume = {27},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Evaluating local explanation methods on ground truth.\n \n \n \n \n\n\n \n Guidotti, R.\n\n\n \n\n\n\n Artif. Intell., 291: 103428. 2021.\n \n\n\n\n
\n\n\n\n \n \n \"EvaluatingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n\n\n\n
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@article{DBLP:journals/ai/Guidotti21,\n author = {Riccardo Guidotti},\n doi = {10.1016/j.artint.2020.103428},\n journal = {Artif. Intell.},\n keywords = {WP3,A-level},\n pages = {103428},\n title = {Evaluating local explanation methods on ground truth},\n url = {https://doi.org/10.1016/j.artint.2020.103428},\n volume = {291},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Metamodeling and metaquerying in OWL 2 QL.\n \n \n \n \n\n\n \n Lenzerini, M.; Lepore, L.; and Poggi, A.\n\n\n \n\n\n\n Artificial Intelligence, 292: 103432. 2021.\n \n\n\n\n
\n\n\n\n \n \n \"MetamodelingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n \n \n\n\n\n
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@article{DBLP:journals/ai/LenzeriniLP21,\n author = {Maurizio Lenzerini and\nLorenzo Lepore and\nAntonella Poggi},\n doi = {10.1016/j.artint.2020.103432},\n journal = {Artificial Intelligence},\n keywords = {WP4,WP5,A-level},\n pages = {103432},\n title = {Metamodeling and metaquerying in {OWL} 2 {QL}},\n url = {https://doi.org/10.1016/j.artint.2020.103432},\n volume = {292},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n GLocalX - From Local to Global Explanations of Black Box AI Models.\n \n \n \n \n\n\n \n Setzu, M.; Guidotti, R.; Monreale, A.; Turini, F.; Pedreschi, D.; and Giannotti, F.\n\n\n \n\n\n\n Artif. Intell., 294: 103457. 2021.\n \n\n\n\n
\n\n\n\n \n \n \"GLocalXPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n\n\n\n
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@article{DBLP:journals/ai/SetzuGMTPG21,\n author = {Mattia Setzu and\nRiccardo Guidotti and\nAnna Monreale and\nFranco Turini and\nDino Pedreschi and\nFosca Giannotti},\n doi = {10.1016/j.artint.2021.103457},\n journal = {Artif. Intell.},\n keywords = {WP3,A-level},\n pages = {103457},\n title = {GLocalX - From Local to Global Explanations of Black Box {AI} Models},\n url = {https://doi.org/10.1016/j.artint.2021.103457},\n volume = {294},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Interventional Sum-Product Networks: Causal Inference with Tractable Probabilistic Models.\n \n \n \n \n\n\n \n Zecevic, M.; Dhami, D. S.; Karanam, A.; Natarajan, S.; and Kersting, K.\n\n\n \n\n\n\n In Advances in Neural Information Processing Systems, 2021. \n \n\n\n\n
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@inproceedings{DBLP:journals/corr/abs-2102-10440,\n author = {Matej Zecevic and\nDevendra Singh Dhami and\nAthresh Karanam and\nSriraam Natarajan and\nKristian Kersting},\n booktitle = {Advances in Neural Information Processing Systems},\n keywords = {WP4},\n title = {Interventional Sum-Product Networks: Causal Inference with Tractable\nProbabilistic Models},\n url_paper = {https://arxiv.org/abs/2102.10440},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n MEG: Generating Molecular Counterfactual Explanations for Deep Graph Networks.\n \n \n \n \n\n\n \n Numeroso, D.; and Bacciu, D.\n\n\n \n\n\n\n CoRR, abs/2104.08060. 2021.\n \n\n\n\n
\n\n\n\n \n \n \"MEG:Paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-2104-08060,\n author = {Danilo Numeroso and\nDavide Bacciu},\n eprint = {2104.08060},\n eprinttype = {arXiv},\n journal = {CoRR},\n keywords = {WP3,WP4},\n title = {{MEG:} Generating Molecular Counterfactual Explanations for Deep Graph\nNetworks},\n url = {https://arxiv.org/abs/2104.08060},\n volume = {abs/2104.08060},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Dealing with Expert Bias in Collective Decision-Making.\n \n \n \n \n\n\n \n Abels, A.; Lenaerts, T.; Trianni, V.; and Nowé, A.\n\n\n \n\n\n\n CoRR, abs/2106.13539. 2021.\n \n\n\n\n
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@article{DBLP:journals/corr/abs-2106-13539,\n author = {Axel Abels and\nTom Lenaerts and\nVito Trianni and\nAnn Now{\\'{e}}},\n eprint = {2106.13539},\n eprinttype = {arXiv},\n journal = {CoRR},\n keywords = {WP6},\n title = {Dealing with Expert Bias in Collective Decision-Making},\n url = {https://arxiv.org/abs/2106.13539},\n volume = {abs/2106.13539},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Calliope - A Polyphonic Music Transformer.\n \n \n \n \n\n\n \n Valenti, A.; Berti, S.; and Bacciu, D.\n\n\n \n\n\n\n CoRR, abs/2107.05546. 2021.\n \n\n\n\n
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@article{DBLP:journals/corr/abs-2107-05546,\n author = {Andrea Valenti and\nStefano Berti and\nDavide Bacciu},\n eprint = {2107.05546},\n eprinttype = {arXiv},\n journal = {CoRR},\n keywords = {WP4},\n title = {Calliope - {A} Polyphonic Music Transformer},\n url = {https://arxiv.org/abs/2107.05546},\n volume = {abs/2107.05546},\n year = {2021}\n}\n\n
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\n\n\n\n \n \n \"FromPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-2108-11451,\n author = {Giuseppe Marra and\nSebastijan Dumancic and\nRobin Manhaeve and\nLuc De Raedt},\n eprinttype = {arXiv},\n journal = {CoRR},\n keywords = {WP4},\n title = {From Statistical Relational to Neural Symbolic Artificial Intelligence:\na Survey},\n url = {https://arxiv.org/abs/2108.11451},\n volume = {abs/2108.11451},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Recent Advances of Continual Learning in Computer Vision: An Overview.\n \n \n \n \n\n\n \n Haoxuan Qu, H. R.; and Liu, J.\n\n\n \n\n\n\n CoRR, abs/2109.11369. 2021.\n \n\n\n\n
\n\n\n\n \n \n \"Recent paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-2109.11369,\n author = {Haoxuan Qu, Hossein Rahmani, Li Xu, Bryan Williams and Jun Liu},\n journal = {CoRR},\n keywords = {WP7},\n title = {Recent Advances of Continual Learning in Computer Vision: An Overview},\n url_paper = {https://arxiv.org/abs/2109.11369},\n volume = {abs/2109.11369},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n K-plex cover pooling for graph neural networks.\n \n \n \n \n\n\n \n Bacciu, D.; Conte, A.; Grossi, R.; Landolfi, F.; and Marino, A.\n\n\n \n\n\n\n Data Min. Knowl. Discov., 35(5): 2200–2220. 2021.\n \n\n\n\n
\n\n\n\n \n \n \"K-plexPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 3 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n\n\n\n
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@article{DBLP:journals/datamine/BacciuCGLM21,\n author = {Davide Bacciu and\nAlessio Conte and\nRoberto Grossi and\nFrancesco Landolfi and\nAndrea Marino},\n doi = {10.1007/s10618-021-00779-z},\n journal = {Data Min. Knowl. Discov.},\n keywords = {WP4,A-level},\n number = {5},\n pages = {2200--2220},\n title = {K-plex cover pooling for graph neural networks},\n url = {https://doi.org/10.1007/s10618-021-00779-z},\n volume = {35},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Matrix Profile-Based Interpretable Time Series Classifier.\n \n \n \n \n\n\n \n Guidotti, R.; and D'Onofrio, M.\n\n\n \n\n\n\n Frontiers Artif. Intell., 4: 699448. 2021.\n \n\n\n\n
\n\n\n\n \n \n \"MatrixPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@article{DBLP:journals/frai/GuidottiD21,\n author = {Riccardo Guidotti and\nMatteo D'Onofrio},\n doi = {10.3389/frai.2021.699448},\n journal = {Frontiers Artif. Intell.},\n keywords = {WP3},\n pages = {699448},\n title = {Matrix Profile-Based Interpretable Time Series Classifier},\n url = {https://doi.org/10.3389/frai.2021.699448},\n volume = {4},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Ensemble- and distance-based feature ranking for unsupervised learning.\n \n \n \n \n\n\n \n Petkovic, M.; Kocev, D.; Skrlj, B.; and Dzeroski, S.\n\n\n \n\n\n\n Int. J. Intell. Syst., 36(7): 3068–3086. 2021.\n \n\n\n\n
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@article{DBLP:journals/ijis/PetkovicKSD21,\n author = {Matej Petkovic and\nDragi Kocev and\nBlaz Skrlj and\nSaso Dzeroski},\n bibsource = {dblp computer science bibliography, https://dblp.org},\n biburl = {https://dblp.org/rec/journals/ijis/PetkovicKSD21.bib},\n doi = {10.1002/int.22390},\n journal = {Int. J. Intell. Syst.},\n keywords = {WP4,A-level},\n number = {7},\n pages = {3068--3086},\n timestamp = {Tue, 13 Jul 2021 13:25:11 +0200},\n title = {Ensemble- and distance-based feature ranking for unsupervised learning},\n url = {https://doi.org/10.1002/int.22390},\n volume = {36},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Exploring Customer Price Preference and Product Profit Role in Recommender Systems.\n \n \n \n \n\n\n \n Kompan, M.; Gaspar, P.; Macina, J.; Cimerman, M.; and Bielikova, M.\n\n\n \n\n\n\n In volume 37, pages 89–98, 2021. IEEE\n \n\n\n\n
\n\n\n\n \n \n \"Exploring paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n\n\n\n
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@inproceedings{DBLP:journals/is/kompan2021,\n author = {Michal Kompan and Peter Gaspar and Jakub Macina and Matus Cimerman and Maria Bielikova},\n journal = {IEEE Intelligent Systems},\n keywords = {WP6,A-level},\n number = {1},\n pages = {89--98},\n publisher = {IEEE},\n title = {Exploring Customer Price Preference and Product Profit Role in Recommender Systems},\n url_paper = {https://arxiv.org/pdf/2203.06641},\n volume = {37},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Agent-Based Simulation of West Asian Urban Dynamics: Impact of Refugees.\n \n \n \n \n\n\n \n Termos, A.; Picascia, S.; and Yorke-Smith, N.\n\n\n \n\n\n\n J. Artif. Soc. Soc. Simul., 24(1). 2021.\n \n\n\n\n
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@article{DBLP:journals/jasss/TermosPY21,\n author = {Ali Termos and\nStefano Picascia and\nNeil Yorke{-}Smith},\n doi = {10.18564/jasss.4472},\n journal = {J. Artif. Soc. Soc. Simul.},\n keywords = {WP6,A-level},\n number = {1},\n title = {Agent-Based Simulation of West Asian Urban Dynamics: Impact of Refugees},\n url = {https://doi.org/10.18564/jasss.4472},\n url_paper = {https://doi.org/10.18564/jasss.4472},\n volume = {24},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Resource separation in dynamic logic of propositional assignments.\n \n \n \n \n\n\n \n Boudou, J.; Herzig, A.; and Troquard, N.\n\n\n \n\n\n\n J. Log. Algebraic Methods Program., 121: 100683. 2021.\n \n\n\n\n
\n\n\n\n \n \n \"ResourcePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@article{DBLP:journals/jlap/BoudouHT21,\n author = {Joseph Boudou and\nAndreas Herzig and\nNicolas Troquard},\n doi = {10.1016/j.jlamp.2021.100683},\n journal = {J. Log. Algebraic Methods Program.},\n keywords = {WP5},\n pages = {100683},\n title = {Resource separation in dynamic logic of propositional assignments},\n url = {https://doi.org/10.1016/j.jlamp.2021.100683},\n volume = {121},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n Streaming cascade-based speech translation leveraged by a direct segmentation model.\n \n \n \n\n\n \n Iranzo-Sánchez, J.; Jorge, J.; Baquero-Arnal, P.; Silvestre-Cerdà, J. A.; Giménez, A.; Civera, J.; Sanchís, A.; and Juan, A.\n\n\n \n\n\n\n Neural Networks, 142: 303–315. 2021.\n \n\n\n\n
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@article{DBLP:journals/nn/Iranzo-SanchezJ21,\n author = {Javier Iranzo{-}S{\\'{a}}nchez and\nJavier Jorge and\nPau Baquero{-}Arnal and\nJoan Albert Silvestre{-}Cerd{\\`{a}} and\nAdri{\\`{a}} Gim{\\'{e}}nez and\nJorge Civera and\nAlbert Sanch{\\'{\\i}}s and\nAlfons Juan},\n journal = {Neural Networks},\n keywords = {WP7},\n pages = {303--315},\n title = {Streaming cascade-based speech translation leveraged by a direct segmentation\nmodel},\n volume = {142},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Modeling behavioral experiments on uncertainty and cooperation with population-based reinforcement learning.\n \n \n \n \n\n\n \n Domingos, E. F.; Grujic, J.; Burguillo, J. C.; Santos, F. C.; and Lenaerts, T.\n\n\n \n\n\n\n Simul. Model. Pract. Theory, 109: 102299. 2021.\n \n\n\n\n
\n\n\n\n \n \n \"Modeling paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@article{DBLP:journals/simpra/DomingosGBSL21,\n author = {Elias Fern{\\'{a}}ndez Domingos and\nJelena Grujic and\nJuan C. Burguillo and\nFrancisco C. Santos and\nTom Lenaerts},\n journal = {Simul. Model. Pract. Theory},\n keywords = {WP6},\n pages = {102299},\n title = {Modeling behavioral experiments on uncertainty and cooperation with\npopulation-based reinforcement learning},\n url_paper = {https://cris.vub.be/ws/portalfiles/portal/75789114/revision_Fernandez_Domingos.pdf},\n volume = {109},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n A Constraint-Based Approach to Learning and Reasoning.\n \n \n \n \n\n\n \n Michelangelo Diligenti, F. G.; and Marra, G.\n\n\n \n\n\n\n In Neuro-Symbolic Artificial Intelligence: The State of the Art, volume 342, of Frontiers in Artificial Intelligence and Applications, pages 192–213. IOS Press, 2021.\n \n\n\n\n
\n\n\n\n \n \n \"A paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n\n\n\n
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@incollection{DBLP:series/faia/DiligentiGGMM21,\n author = {Michelangelo Diligenti, Francesco Giannini, Marco Gori, Marco Maggini and Giuseppe Marra},\n booktitle = {Neuro-Symbolic Artificial Intelligence: The State of the Art},\n keywords = {WP4,2+TAILOR-Partners},\n pages = {192--213},\n publisher = {{IOS} Press},\n series = {Frontiers in Artificial Intelligence and Applications},\n title = {A Constraint-Based Approach to Learning and Reasoning},\n url_paper = {https://doi.org/10.3233/FAIA210355},\n volume = {342},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n Automating Data Science: Prospects and Challenges.\n \n \n \n\n\n \n De Bie, T.; De Raedt, L.; Hernández-Orallo, J.; Hoos, H. H; Smyth, P.; and Williams, C. K.\n\n\n \n\n\n\n Communications of the ACM. 2021.\n \n\n\n\n
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@article{de2021automating,\n author = {De Bie, Tijl and De Raedt, Luc and Hern{\\'a}ndez-Orallo, Jos{\\'e} and Hoos, Holger H and Smyth, Padhraic and Williams, Christopher KI},\n journal = {Communications of the ACM},\n keywords = {WP7,A-level,2+TAILOR-Partners},\n publisher = {ACM},\n title = {Automating Data Science: Prospects and Challenges},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Anomaly Detection in Multichannel Data Using Sparse Representation in RADWT Frames.\n \n \n \n \n\n\n \n Daniela De Canditiis, I. D. F.\n\n\n \n\n\n\n Mathematics, 9(11): 1288. 2021.\n \n\n\n\n
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@article{DeCanditiis-DeFeis2021,\n author = {Daniela De Canditiis, Italia De Feis},\n journal = {Mathematics},\n keywords = {WP4},\n number = {11},\n pages = {1288},\n publisher = {MDPI},\n title = {Anomaly Detection in Multichannel Data Using Sparse Representation in RADWT Frames},\n url_paper = {https://www.mdpi.com/2227-7390/9/11/1288},\n volume = {9},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n ROBustness In Network (robin): an R Package for Comparison and Validation of Communities.\n \n \n \n \n\n\n \n V Policastro, D R.; and A Carissimo, L. C.\n\n\n \n\n\n\n The R Journal, 13(1): 292-309. 2021.\n \n\n\n\n
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@article{DeFeis-et-al2021,\n author = {V Policastro, D Righelli, A Carissimo, L. Cutillo, I De Feis},\n journal = {The R Journal},\n keywords = {WP4},\n number = {1},\n pages = {292-309},\n publisher = {R Foundation},\n title = {ROBustness In Network (robin): an R Package for Comparison and Validation of Communities},\n url_paper = {https://journal.r-project.org/archive/2021/RJ-2021-040/RJ-2021-040.pdf},\n volume = {13},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n ACVIZ: A tool for the visual analysis of the configuration of algorithms with irace.\n \n \n \n \n\n\n \n de Souza , M.; Ritt, M.; López-Ibáñez, M.; and Pérez Cáceres, L.\n\n\n \n\n\n\n Operations Research Perspectives, 8: 100186. 2021.\n \n\n\n\n
\n\n\n\n \n \n \"ACVIZ: paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n\n\n\n
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@article{DESOUZA2021100186,\n author = {Marcelo {de Souza} and Marcus Ritt and Manuel L{\\'{o}}pez{-}Ib{\\'{a}}{\\~{n}}ez and Leslie {Pérez Cáceres}},\n doi = {https://doi.org/10.1016/j.orp.2021.100186},\n issn = {2214-7160},\n journal = {Operations Research Perspectives},\n keywords = {WP7,Outside-Europe},\n pages = {100186},\n title = {{ACVIZ}: A tool for the visual analysis of the configuration of algorithms with irace},\n url_paper = {http://lopez-ibanez.eu/doc/DesRitLopPer2021acviz.pdf},\n volume = {8},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n MultiETSC: automated machine learning for early time series classification.\n \n \n \n \n\n\n \n Ottervanger, G.; Baratchi, M.; and Hoos, H. H.\n\n\n \n\n\n\n Data Min. Knowl. Discov., 35(6): 2602–2654. 2021.\n \n\n\n\n
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@article{dmkd2021obh,\n author = {Gilles Ottervanger and\nMitra Baratchi and\nHolger H. Hoos},\n journal = {Data Min. Knowl. Discov.},\n keywords = {WP7,A-level},\n number = {6},\n pages = {2602--2654},\n title = {MultiETSC: automated machine learning for early time series classification},\n url = {https://doi.org/10.1007/s10618-021-00781-5},\n volume = {35},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Effective anytime algorithm for multiobjective combinatorial optimization problems.\n \n \n \n \n\n\n \n Domínguez-Ríos, M. Á.; Chicano, F.; and Alba, E.\n\n\n \n\n\n\n Information Sciences, 565: 210-228. 2021.\n \n\n\n\n
\n\n\n\n \n \n \"EffectivePaper\n  \n \n \n \"Effective paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n\n\n\n
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@article{DOMINGUEZRIOS2021210,\n author = {Miguel Ángel Domínguez-Ríos and Francisco Chicano and Enrique Alba},\n doi = {https://doi.org/10.1016/j.ins.2021.02.074},\n issn = {0020-0255},\n journal = {Information Sciences},\n keywords = {WP7,A-level},\n pages = {210-228},\n title = {Effective anytime algorithm for multiobjective combinatorial optimization problems},\n url = {https://www.sciencedirect.com/science/article/pii/S0020025521002310},\n url_paper = {https://www.researchgate.net/publication/349840375_Effective_anytime_algorithm_for_multiobjective_combinatorial_optimization_problems#fullTextFileContent},\n volume = {565},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Ensemble of Counterfactual Explainers.\n \n \n \n \n\n\n \n Guidotti, R.; and Ruggieri, S.\n\n\n \n\n\n\n In DS, volume 12986, of Lecture Notes in Computer Science, pages 358–368, 2021. Springer\n \n\n\n\n
\n\n\n\n \n \n \"Ensemble paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@inproceedings{ds2021gr,\n author = {Riccardo Guidotti and Salvatore Ruggieri},\n booktitle = {{DS}},\n keywords = {WP3},\n pages = {358--368},\n publisher = {Springer},\n series = {Lecture Notes in Computer Science},\n title = {Ensemble of Counterfactual Explainers},\n url_paper = {https://doi.org/10.1007/978-3-030-88942-5\\_28},\n volume = {12986},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n Learning Mixed-Integer Linear Programs from Contextual Examples.\n \n \n \n\n\n \n Kumar, M.; Kolb, S.; De Raedt, L.; and Teso, S.\n\n\n \n\n\n\n Data Science Meets Optimization Workshop. 2021.\n \n\n\n\n
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@article{dsmow2021kkdt,\n author = {Kumar, Mohit and Kolb, Samuel and De Raedt, Luc and Teso, Stefano},\n journal = {Data Science Meets Optimization Workshop},\n keywords = {WP4},\n title = {Learning Mixed-Integer Linear Programs from Contextual Examples},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Occlusion-Based Explanations in Deep Recurrent Models for Biomedical Signals.\n \n \n \n \n\n\n \n Resta, M.; Monreale, A.; and Bacciu, D.\n\n\n \n\n\n\n Entropy, 23(8). 2021.\n \n\n\n\n
\n\n\n\n \n \n \"Occlusion-Based paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@article{e23081064,\n article-number = {1064},\n author = {Resta, Michele and Monreale, Anna and Bacciu, Davide},\n journal = {Entropy},\n keywords = {WP3},\n number = {8},\n title = {Occlusion-Based Explanations in Deep Recurrent Models for Biomedical Signals},\n url_paper = {https://www.mdpi.com/1099-4300/23/8/1064},\n volume = {23},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Learning from experience for rapid generation of local car maneuvers.\n \n \n \n \n\n\n \n Kicki, P.; Gawron, T.; Cwian, K.; Ozay, M.; and Skrzypczy\\’nski, P.\n\n\n \n\n\n\n Engineering Applications of Artificial Intelligence, 105: 104399. 2021.\n \n\n\n\n
\n\n\n\n \n \n \"Learning paper\n  \n \n \n \"Learning poster\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n\n\n\n
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@article{eaai2021put,\n author = {Kicki, Piotr and Gawron, Tomasz and Cwian, Krzysztof and Ozay, Mete and Skrzypczy{\\’n}ski, Piotr},\n doi = {10.1016/j.engappai.2021.104399},\n journal = {Engineering Applications of Artificial Intelligence},\n keywords = {WP4,A-level},\n pages = {104399},\n title = {Learning from experience for rapid generation of local car maneuvers},\n url_paper = {https://www.sciencedirect.com/science/article/pii/S0952197621002475#!},\n url_poster = {https://www.vision4ai.eu/wp-content/uploads/2021/07/8LEARNING-FROM-EXPERIENCE-FOR-RAPID.pdf},\n volume = {105},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n MetaDL challenge design and baseline results.\n \n \n \n\n\n \n El Baz, A.; Guyon, I.; Liu, Z.; van Rijn, J. N.; Treguer, S.; and Vanschoren, J.\n\n\n \n\n\n\n In Guyon, I.; van Rijn, J. N.; Treguer, S.; and Vanschoren, J., editor(s), AAAI Workshop on Meta-Learning and MetaDL Challenge, volume 140, of Proceedings of Machine Learning Research, pages 1–16, 2021. PMLR\n \n\n\n\n
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@inproceedings{elbaz2021metadl,\n author = {El Baz, Adrian and Guyon, Isabelle and Liu, Zhengying and van Rijn, Jan Nicolaas and Treguer, Sebastien and Vanschoren, Joaquin},\n booktitle = {AAAI Workshop on Meta-Learning and MetaDL Challenge},\n editor = {Guyon, Isabelle and van Rijn, Jan Nicolaas and Treguer, Sébastien and Vanschoren, Joaquin},\n keywords = {WP2,WP7,2+TAILOR-Partners},\n pages = {1--16},\n publisher = {PMLR},\n series = {Proceedings of Machine Learning Research},\n title = {MetaDL challenge design and baseline results},\n volume = {140},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Robust Malware Classification via Deep Graph Networks on Call Graph Topologies.\n \n \n \n \n\n\n \n Errica, F.; Iadarola, G.; Martinelli, F.; Mercaldo, F.; and Micheli, A.\n\n\n \n\n\n\n In European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, 2021. \n \n\n\n\n
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@inproceedings{errica2021robust,\n author = {Errica, Federico and Iadarola, Giacomo and Martinelli, Fabio and Mercaldo, Francesco and Micheli, Alessio},\n booktitle = {European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning},\n keywords = {WP4},\n title = {Robust Malware Classification via Deep Graph Networks on Call Graph Topologies},\n url_paper = {https://web.archive.org/web/20211018164949id_/https://www.esann.org/sites/default/files/proceedings/2021/ES2021-82.pdf},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Embedding Reactive Behavior into Artifact-centric Business Process Models.\n \n \n \n \n\n\n \n Oriol, X.; De Giacomo, G.; Estañol, M.; and Teniente, E.\n\n\n \n\n\n\n FGCS, 117: 97–110. 2021.\n \n\n\n\n
\n\n\n\n \n \n \"Embedding paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 4 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@article{fgcs2021odet,\n author = {Xavier Oriol and\nGiuseppe {De Giacomo} and\nMontserrat Esta{\\~{n}}ol and\nErnest Teniente},\n doi = {10.1016/j.future.2020.11.018},\n journal = {{FGCS}},\n keywords = {WP5},\n pages = {97--110},\n title = {Embedding Reactive Behavior into Artifact-centric Business Process\nModels},\n url_paper = {https://whitemech.github.io/papers/2021/fgcs2021odet.pdf},\n volume = {117},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n Understanding, Explanation, and Active Inference.\n \n \n \n\n\n \n Parr, T.; and Pezzulo, G.\n\n\n \n\n\n\n Frontiers in Systems Neuroscience, 15. 2021.\n \n\n\n\n
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@article{fsn2021pp,\n author = {Parr, Thomas and Pezzulo, Giovanni},\n journal = {Frontiers in Systems Neuroscience},\n keywords = {WP5},\n publisher = {Frontiers Media SA},\n title = {Understanding, Explanation, and Active Inference},\n volume = {15},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n On the Power of Automata Minimization in Temporal Synthesis.\n \n \n \n \n\n\n \n Zhu, S.; Tabajara, L. M.; Pu, G.; and Vardi, M. Y.\n\n\n \n\n\n\n In GandALF, volume 346, of EPTCS, pages 117–134, 2021. \n \n\n\n\n
\n\n\n\n \n \n \"On paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n\n\n\n
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@inproceedings{gandalf2021ztpv,\n author = {Shufang Zhu and Lucas M. Tabajara and Geguang Pu and Moshe Y. Vardi},\n booktitle = {{GandALF}},\n keywords = {WP5,Outside-Europe},\n pages = {117--134},\n series = {{EPTCS}},\n title = {On the Power of Automata Minimization in Temporal Synthesis},\n url_paper = {https://arxiv.org/pdf/2008.06790v2.pdf},\n volume = {346},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Optimal Teaching Curricula with Compositional Simplicity Priors.\n \n \n \n \n\n\n \n Garcia-Piqueras, M.; and Hernández-Orallo, J.\n\n\n \n\n\n\n In Joint European Conference on Machine Learning and Knowledge Discovery in Databases, pages 705–721, 2021. Springer\n \n\n\n\n
\n\n\n\n \n \n \"Optimal paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n\n\n\n
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@inproceedings{garcia2021optimal,\n author = {Garcia-Piqueras, Manuel and Hern{\\'a}ndez-Orallo, Jos{\\'e}},\n booktitle = {Joint European Conference on Machine Learning and Knowledge Discovery in Databases},\n keywords = {WP3,WP4},\n organization = {Springer},\n pages = {705--721},\n title = {Optimal Teaching Curricula with Compositional Simplicity Priors},\n url_paper = {https://2021.ecmlpkdd.org/wp-content/uploads/2021/07/sub_277.pdf},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Climate Variability Indices—A Guided Tour.\n \n \n \n \n\n\n \n Norel, M.; Kałczyński, M.; Pińskwar, I.; Krawiec, K.; and Kundzewicz, Z. W.\n\n\n \n\n\n\n Geosciences, 11(3). 2021.\n \n\n\n\n
\n\n\n\n \n \n \"ClimatePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n\n\n\n
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@article{geosciences11030128,\n author = {Norel, Mateusz and Ka{\\l}czy{\\'n}ski, Micha{\\l} and Pi{\\'n}skwar, Iwona and Krawiec, Krzysztof and Kundzewicz, Zbigniew W.},\n doi = {10.3390/geosciences11030128},\n issn = {2076-3263},\n journal = {Geosciences},\n keywords = {WP3,WP7},\n number = {3},\n title = {Climate Variability Indices---A Guided Tour},\n url = {https://www.mdpi.com/2076-3263/11/3/128},\n volume = {11},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n Equilibria for games with combined qualitative and quantitative objectives.\n \n \n \n\n\n \n Gutierrez, J.; Murano, A.; Perelli, G.; Rubin, S.; Steeples, T.; and Wooldridge, M.\n\n\n \n\n\n\n Acta Informatica, 58(6): 585–610. 2021.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 2 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@article{GMPRSW21,\n author = {Julian Gutierrez and Aniello Murano and Giuseppe Perelli and Sasha Rubin and Thomas Steeples and {Michael J.} Wooldridge},\n journal = {Acta Informatica},\n keywords = {WP5},\n number = {6},\n pages = {585--610},\n title = {Equilibria for games with combined qualitative and quantitative objectives},\n volume = {58},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n Principles of Explainable Artificial Intelligence.\n \n \n \n\n\n \n Guidotti, R.; Monreale, A.; Pedreschi, D.; and Giannotti, F.\n\n\n \n\n\n\n In Explainable AI Within the Digital Transformation and Cyber Physical Systems, pages 9–31. Springer, 2021.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@incollection{guidotti2021principles,\n author = {Guidotti, Riccardo and Monreale, Anna and Pedreschi, Dino and Giannotti, Fosca},\n booktitle = {Explainable AI Within the Digital Transformation and Cyber Physical Systems},\n keywords = {WP3},\n pages = {9--31},\n publisher = {Springer},\n title = {Principles of Explainable Artificial Intelligence},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Exploiting Cyclic Dependencies in Landmark Heuristics.\n \n \n \n \n\n\n \n Büchner, C.; Keller, T.; and Helmert, M.\n\n\n \n\n\n\n In ICAPS, 2021. \n \n\n\n\n
\n\n\n\n \n \n \"Exploiting paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 2 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n\n\n\n
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@inproceedings{icaps2021bkh,\n author = {Clemens B{\\"u}chner and Thomas Keller and Malte Helmert},\n booktitle = {{ICAPS}},\n keywords = {WP5,A-level},\n title = {Exploiting Cyclic Dependencies in Landmark Heuristics},\n url_paper = {https://ai.dmi.unibas.ch/papers/buechner-et-al-icaps2021.pdf},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Delete-Relaxation Heuristics for Lifted Classical Planning.\n \n \n \n \n\n\n \n Corrêa, A. B.; Francès, G.; Pommerening, F.; and Helmert, M.\n\n\n \n\n\n\n In ICAPS, 2021. \n \n\n\n\n
\n\n\n\n \n \n \"Delete-Relaxation paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n \n \n\n\n\n
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@inproceedings{icaps2021cfph,\n author = {Augusto B. Corr{\\^e}a and Guillem Franc{\\`e}s and Florian Pommerening and Malte Helmert},\n booktitle = {{ICAPS}},\n keywords = {WP5,2+TAILOR-Partners,A-level},\n title = {Delete-Relaxation Heuristics for Lifted Classical Planning},\n url_paper = {https://ai.dmi.unibas.ch/papers/correa-et-al-icaps2021.pdf},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Compositional Approach to Translate LTLf/LDLf into Deterministic Finite Automata.\n \n \n \n \n\n\n \n De Giacomo, G.; and Favorito, M.\n\n\n \n\n\n\n In ICAPS, volume 14, 2021. \n \n\n\n\n
\n\n\n\n \n \n \"Compositional paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 7 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n\n\n\n
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@inproceedings{icaps2021df,\n author = {{De Giacomo}, Giuseppe and Favorito, Marco},\n booktitle = {{ICAPS}},\n keywords = {WP5,A-level},\n title = {Compositional Approach to Translate LTLf/LDLf into Deterministic Finite Automata},\n url_paper = {https://whitemech.github.io/papers/2021/icaps2021df.pdf},\n volume = {14},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Subset-Saturated Transition Cost Partitioning.\n \n \n \n \n\n\n \n Drexler, D.; Seipp, J.; and Speck, D.\n\n\n \n\n\n\n In ICAPS, pages 131–139, 2021. \n \n\n\n\n
\n\n\n\n \n \n \"Subset-Saturated paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n \n \n\n\n\n
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@inproceedings{icaps2021dss,\n author = {Dominik Drexler and Jendrik Seipp and David Speck},\n booktitle = {{ICAPS}},\n keywords = {WP5,2+TAILOR-Partners,A-level},\n pages = {131--139},\n title = {Subset-Saturated Transition Cost Partitioning},\n url_paper = {https://ai.dmi.unibas.ch/papers/drexler-et-al-icaps2021.pdf},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Landmark-Based Approaches for Goal Recognition as Planning.\n \n \n \n \n\n\n \n Fraga Pereira, R.; Oren, N.; and Meneguzzi, F.\n\n\n \n\n\n\n In ICAPS, Journal Track, 2021. \n \n\n\n\n
\n\n\n\n \n \n \"Landmark-Based paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@inproceedings{icaps2021fom,\n author = {Ramon {Fraga Pereira} and Nir Oren and Felipe Meneguzzi},\n booktitle = {{ICAPS}, Journal Track},\n keywords = {WP5},\n title = {Landmark-Based Approaches for Goal Recognition as Planning},\n url_paper = {https://whitemech.github.io/papers/2021/icaps2021fom.pdf},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Dantzig-Wolfe Decomposition for Cost Partitioning.\n \n \n \n \n\n\n \n Pommerening, F.; Keller, T.; Halasi, V.; Seipp, J.; Sievers, S.; and Helmert, M.\n\n\n \n\n\n\n In ICAPS, 2021. \n \n\n\n\n
\n\n\n\n \n \n \"Dantzig-Wolfe paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n \n \n\n\n\n
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@inproceedings{icaps2021pkhssh,\n author = {Florian Pommerening and Thomas Keller and Valentina Halasi and Jendrik Seipp and Silvan Sievers and Malte Helmert},\n booktitle = {{ICAPS}},\n keywords = {WP5,2+TAILOR-Partners,A-level},\n title = {Dantzig-Wolfe Decomposition for Cost Partitioning},\n url_paper = {https://ai.dmi.unibas.ch/papers/pommerening-et-al-icaps2021.pdf},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Flexible FOND Planning with Explicit Fairness Assumptions.\n \n \n \n \n\n\n \n Rodriguez, I. D; Bonet, B.; Sardiña, S.; and Geffner, H.\n\n\n \n\n\n\n In ICAPS, volume 31, pages 290–298, 2021. \n \n\n\n\n
\n\n\n\n \n \n \"Flexible paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 2 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n \n \n\n\n\n
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@inproceedings{icaps2021rbsg,\n author = {Rodriguez, Ivan D and Bonet, Blai and Sardi{\\~n}a, Sebastian and Geffner, Hector},\n booktitle = {{ICAPS}},\n keywords = {WP5,A-level,Outside-Europe},\n pages = {290--298},\n title = {Flexible {FOND} Planning with Explicit Fairness Assumptions},\n url_paper = {https://ojs.aaai.org/index.php/ICAPS/article/view/15973/15784},\n volume = {31},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Online Saturated Cost Partitioning for Classical Planning.\n \n \n \n \n\n\n \n Seipp, J.\n\n\n \n\n\n\n In ICAPS, 2021. \n \n\n\n\n
\n\n\n\n \n \n \"Online paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n\n\n\n
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@inproceedings{icaps2021s,\n author = {Jendrik Seipp},\n booktitle = {{ICAPS}},\n keywords = {WP5,A-level},\n title = {Online Saturated Cost Partitioning for Classical Planning},\n url_paper = {https://ai.dmi.unibas.ch/papers/seipp-icaps2021.pdf},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Generalized Planning as Heuristic Search.\n \n \n \n \n\n\n \n Segovia-Aguas, J.; Jiménez, S.; and Jonsson, A.\n\n\n \n\n\n\n In ICAPS, volume 31, pages 569–577, 2021. \n \n\n\n\n
\n\n\n\n \n \n \"Generalized code\n  \n \n \n \"Generalized paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 3 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n\n\n\n
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@inproceedings{icaps2021sjj,\n author = {Javier Segovia-Aguas and Sergio Jim{\\'e}nez and Anders Jonsson},\n booktitle = {{ICAPS}},\n keywords = {WP5,A-level},\n pages = {569--577},\n title = {Generalized Planning as Heuristic Search},\n url_code = {https://zenodo.org/record/4600833#.YK5N5nUzZH4},\n url_paper = {https://ojs.aaai.org/index.php/ICAPS/article/view/16005/15816},\n volume = {31},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Approximate Novelty Search.\n \n \n \n \n\n\n \n Singh, A.; Lipovetzky, N.; Ramirez, M.; and Segovia-Aguas, J.\n\n\n \n\n\n\n In ICAPS, volume 31, pages 349–357, 2021. \n \n\n\n\n
\n\n\n\n \n \n \"Approximate paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 2 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n \n \n\n\n\n
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@inproceedings{icaps2021slrs,\n author = {Anubhav Singh and Nir Lipovetzky and Miquel Ramirez and Javier Segovia-Aguas},\n booktitle = {{ICAPS}},\n keywords = {WP5,A-level,Outside-Europe},\n pages = {349--357},\n title = {Approximate Novelty Search},\n url_paper = {https://ojs.aaai.org/index.php/ICAPS/article/view/15980/15791},\n volume = {31},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Automatic Instance Generation for Classical Planning.\n \n \n \n \n\n\n \n Torralba, Á.; Seipp, J.; and Sievers, S.\n\n\n \n\n\n\n In ICAPS, 2021. \n \n\n\n\n
\n\n\n\n \n \n \"Automatic paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 4 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n \n \n\n\n\n
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@inproceedings{icaps2021tss,\n author = {{\\'A}lvaro Torralba and Jendrik Seipp and Silvan Sievers},\n booktitle = {{ICAPS}},\n keywords = {WP5,2+TAILOR-Partners,A-level},\n title = {Automatic Instance Generation for Classical Planning},\n url_paper = {https://ai.dmi.unibas.ch/papers/torralba-et-al-icaps2021.pdf},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n Discovering Declarative Process Model Behavior from Event Logs via Model Learning.\n \n \n \n\n\n \n Agostinelli, S.; Bergami, G.; Fiorenza, A.; Maggi, F.; Marrella, A.; and Patrizi, F.\n\n\n \n\n\n\n In ICPM, pages 48–55, 2021. IEEE\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n\n\n\n
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@inproceedings{icpm2021abfmmp,\n author = {Simone Agostinelli and\nGiacomo Bergami and\nAlessio Fiorenza and\n{Fabrizio Maria} Maggi and\nAndrea Marrella and\nFabio Patrizi},\n booktitle = {{ICPM}},\n keywords = {WP5,WP6},\n pages = {48--55},\n publisher = {{IEEE}},\n title = {Discovering Declarative Process Model Behavior from Event Logs via\nModel Learning},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n Best-Effort Synthesis: Doing Your Best Is Not Harder Than Giving Up.\n \n \n \n\n\n \n Aminof, B.; De Giacomo, G.; and Rubin, S.\n\n\n \n\n\n\n In IJCAI, 2021. \n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 5 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n \n \n\n\n\n
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@inproceedings{ijcai2021adr,\n author = {Benjamin Aminof and Giuseppe {De Giacomo} and Sasha Rubin},\n booktitle = {{IJCAI}},\n keywords = {WP5,A-level,Outside-Europe},\n title = {Best-Effort Synthesis: Doing Your Best Is Not Harder Than Giving Up},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n Intensional and Extensional Views in DL-Lite Ontologies.\n \n \n \n\n\n \n Console, M.; De Giacomo, G.; Lenzerini, M.; and Namici, M.\n\n\n \n\n\n\n In IJCAI, 2021. \n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n \n \n\n\n\n
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@inproceedings{ijcai2021cdln,\n author = {Marco Console and Giuseppe {De Giacomo} and Maurizio Lenzerini and Manuel Namici},\n booktitle = {{IJCAI}},\n keywords = {WP5,WP4,A-level},\n title = {Intensional and Extensional Views in {DL-Lite} Ontologies},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n Finite-Trace and Generalized-Reactivity Specifications in Temporal Synthesis.\n \n \n \n\n\n \n De Giacomo, G.; Di Stasio, A.; Tabajara, L. M.; Vardi, M.; and Zhu, S.\n\n\n \n\n\n\n In IJCAI, 2021. \n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 7 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n \n \n\n\n\n
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@inproceedings{ijcai2021ddmvz,\n author = {Giuseppe {De Giacomo} and Antonio {Di Stasio} and Lucas M. Tabajara and Moshe Vardi and Shufang Zhu},\n booktitle = {{IJCAI}},\n keywords = {WP5,A-level,Outside-Europe},\n title = {Finite-Trace and Generalized-Reactivity Specifications in Temporal Synthesis},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n HyperLDLf: a Logic for Checking Properties of Finite Traces Process Logs.\n \n \n \n\n\n \n De Giacomo, G.; Felli, P.; Montali, M.; and Perelli, G.\n\n\n \n\n\n\n In IJCAI, 2021. \n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n \n \n\n\n\n
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@inproceedings{ijcai2021dfmp,\n author = {Giuseppe {De Giacomo} and Paolo Felli and Marco Montali and Giuseppe Perelli},\n booktitle = {{IJCAI}},\n keywords = {WP5,A-level,2+TAILOR-Partners},\n title = {{HyperLDLf}: a Logic for Checking Properties of Finite Traces Process Logs},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n Online Learning of Action Models for PDDL Planning.\n \n \n \n\n\n \n Lamanna, L.; Saetti, A.; Serafini, L.; Gerevini, A. E.; and Traverso, P.\n\n\n \n\n\n\n In IJCAI, 2021. \n \n\n\n\n
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@inproceedings{ijcai2021lssgt,\n author = {Leonardo Lamanna and Alessandro Saetti and Luciano Serafini and Alfonso E. Gerevini and Paolo Traverso},\n booktitle = {{IJCAI}},\n keywords = {WP5,A-level,2+TAILOR-Partners},\n title = {Online Learning of Action Models for {PDDL} Planning},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n A Survey on Goal Recognition as Planning.\n \n \n \n \n\n\n \n Meneguzzi, F.; and Fraga Pereira, R.\n\n\n \n\n\n\n In IJCAI, 2021. \n \n\n\n\n
\n\n\n\n \n \n \"A paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 7 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n \n \n\n\n\n
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@inproceedings{ijcai2021mf,\n author = {Felipe Meneguzzi and Ramon {Fraga Pereira}},\n booktitle = {{IJCAI}},\n keywords = {WP5,A-level,Outside-Europe},\n title = {A Survey on Goal Recognition as Planning},\n url_paper = {https://whitemech.github.io/papers/2021/ijcai2021mf.pdf},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n Hybrid probabilistic inference with logical and algebraic constraints: a survey.\n \n \n \n\n\n \n Morettin, P.; Zuidberg Dos Martires, P.; Kolb, S.; and Passerini, A.\n\n\n \n\n\n\n In Proceedings of the 30th International Joint Conference on Artificial Intelligence, 2021. \n \n\n\n\n
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@inproceedings{ijcai2021morettin,\n author = {Morettin, Paolo and Zuidberg Dos Martires, Pedro and Kolb, Samuel and Passerini, Andrea},\n booktitle = {Proceedings of the 30th International Joint Conference on Artificial Intelligence},\n keywords = {WP4,A-level,2+TAILOR-Partners},\n title = {Hybrid probabilistic inference with logical and algebraic constraints: a survey},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n Learning Aggregation Functions.\n \n \n \n\n\n \n Pellegrini, G.; Tibo, A.; Frasconi, P.; Passerini, A.; and Jaeger, M.\n\n\n \n\n\n\n In Proceedings of the 30th International Joint Conference on Artificial Intelligence, 2021. \n \n\n\n\n
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@inproceedings{ijcai2021pellegrini,\n author = {Pellegrini, Giovanni and Tibo, Alessandro and Frasconi, Paolo and Passerini, Andrea and Jaeger, Manfred},\n booktitle = {Proceedings of the 30th International Joint Conference on Artificial Intelligence},\n keywords = {WP4,A-level},\n title = {Learning Aggregation Functions},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n Efficient PAC Reinforcement Learning in Regular Decision Processes.\n \n \n \n\n\n \n Ronca, A.; and De Giacomo, G.\n\n\n \n\n\n\n In IJCAI, 2021. \n \n\n\n\n
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@inproceedings{ijcai2021rd,\n author = {Alessandro Ronca and Giuseppe {De Giacomo}},\n booktitle = {{IJCAI}},\n keywords = {WP5,A-level},\n title = {Efficient {PAC} Reinforcement Learning in Regular Decision Processes},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Multi-Objective Reinforcement Learning for Designing Ethical Environments.\n \n \n \n \n\n\n \n Rodriguez-Soto, M.; López-Sánchez, M.; and Rodríguez-Aguilar, J. A.\n\n\n \n\n\n\n In IJCAI, pages 545–551, 2021. ijcai.org\n \n\n\n\n
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@inproceedings{ijcai2021rlr,\n author = {Manel Rodriguez{-}Soto and\nMaite L{\\'{o}}pez{-}S{\\'{a}}nchez and\nJuan A. Rodr{\\'{\\i}}guez{-}Aguilar},\n booktitle = {{IJCAI}},\n keywords = {WP6,A-level},\n pages = {545--551},\n publisher = {ijcai.org},\n title = {Multi-Objective Reinforcement Learning for Designing Ethical Environments},\n url_paper = {https://www.iiia.csic.es/media/filer_public/e0/0b/e00b20d6-093c-4ffd-aa11-192520054601/rodriguez-soto2022_article_instillingmoralvaluealignmentb.pdf},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n Learning Generalized Unsolvability Heuristics for Classical Planning.\n \n \n \n\n\n \n Ståhlberg, S.; Francès, G.; and Seipp, J.\n\n\n \n\n\n\n In IJCAI, pages 4175–4181, 2021. \n \n\n\n\n
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@inproceedings{ijcai2021sfs,\n author = {St{\\aa}hlberg, Simon and Franc{\\`e}s, Guillem and Seipp, Jendrik},\n booktitle = {{IJCAI}},\n keywords = {WP5,A-level},\n pages = {4175--4181},\n title = {Learning Generalized Unsolvability Heuristics for Classical Planning},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n On Weak Stubborn Sets in Classical Planning.\n \n \n \n \n\n\n \n Sievers, S.; and Wehrle, M.\n\n\n \n\n\n\n In IJCAI, pages 4167–4174, 2021. \n \n\n\n\n
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@inproceedings{ijcai2021sw,\n author = {Silvan Sievers and Martin Wehrle},\n booktitle = {{IJCAI}},\n keywords = {WP5,A-level},\n pages = {4167--4174},\n title = {On Weak Stubborn Sets in Classical Planning},\n url_paper = {https://ai.dmi.unibas.ch/papers/sievers-wehrle-ijcai2021.pdf},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n A New Approach to Design Symmetry Invariant Neural Networks.\n \n \n \n \n\n\n \n Kicki, P.; Skrzypczy\\’nski, P.; and Ozay, M.\n\n\n \n\n\n\n In IEEE International Joint Conference on Neural Networks (IJCNN), pages 1-8, 18–22 Jul. 2021. \n \n\n\n\n
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@inproceedings{ijcnn2021put,\n author = {Kicki, Piotr and Skrzypczy{\\’n}ski, Piotr and Ozay, Mete},\n booktitle = {IEEE International Joint Conference on Neural Networks (IJCNN)},\n keywords = {WP4,A-level},\n month = {18--22 Jul.},\n pages = {1-8},\n title = {A New Approach to Design Symmetry Invariant Neural Networks},\n url_paper = {https://ieeexplore.ieee.org/abstract/document/9533541},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n Streaming cascade-based speech translation leveraged by a direct segmentation model.\n \n \n \n\n\n \n Iranzo-Sánchez, J.; Jorge, J.; Baquero-Arnal, P.; Silvestre-Cerdà, J. A.; Giménez, A.; Civera, J.; Sanchis, A.; and Juan, A.\n\n\n \n\n\n\n Neural Networks, 142: 303–315. 2021.\n \n\n\n\n
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@article{Iranzo-Sanchez2021,\n author = {Javier Iranzo-S{\\'{a}}nchez and Javier Jorge and Pau Baquero-Arnal and Silvestre-Cerd{\\`{a}}, Joan Albert and Adrià Giménez and Jorge Civera and Albert Sanchis and Alfons Juan},\n date = {2021-01-01},\n doi = {10.1016/j.neunet.2021.05.013},\n journal = {Neural Networks},\n keywords = {WP7},\n pages = {303--315},\n title = {Streaming cascade-based speech translation leveraged by a direct segmentation model},\n volume = {142},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Stream-level Latency Evaluation for Simultaneous Machine Translation.\n \n \n \n \n\n\n \n Javier Iranzo-Sánchez, J. C.\n\n\n \n\n\n\n In Findings of the ACL: EMNLP 2021, pages 664–670, Punta Cana (Dominican Republic), 2021. \n \n\n\n\n
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@inproceedings{Iranzo-Sanchez2021b,\n address = {Punta Cana (Dominican Republic)},\n author = {Javier Iranzo-Sánchez, Jorge Civera, Alfons Juan},\n booktitle = {Findings of the ACL: EMNLP 2021},\n doi = {10.18653/v1/2021.findings-emnlp.58},\n keywords = {WP7},\n pages = {664--670},\n title = {Stream-level Latency Evaluation for Simultaneous Machine Translation},\n url = {https://arxiv.org/abs/2104.08817\nhttps://github.com/jairsan/Stream-level_Latency_Evaluation_for_Simultaneous_Machine_Translation},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n On the descriptive power of LiDAR intensity images for segment-based loop closing in 3-D SLAM.\n \n \n \n \n\n\n \n Wietrzykowski, J.; and Skrzypczy\\’nski, P.\n\n\n \n\n\n\n In IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 27 Sep. – 1 Oct. 2021. \n \n\n\n\n
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@inproceedings{iros2021put,\n author = {Wietrzykowski, Jan and Skrzypczy{\\’n}ski, Piotr},\n booktitle = {IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)},\n keywords = {WP3,A-level},\n month = {27 Sep. -- 1 Oct.},\n title = {On the descriptive power of LiDAR intensity images for segment-based loop closing in 3-D SLAM},\n url_paper = {https://arxiv.org/abs/2108.01383},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Instance-Level Update in DL-Lite Ontologies through First-Order Rewriting.\n \n \n \n \n\n\n \n De Giacomo, G.; Oriol, X.; Rosati, R.; and Savo, D. F.\n\n\n \n\n\n\n JAIR, 70: 1335–1371. 2021.\n \n\n\n\n
\n\n\n\n \n \n \"Instance-Level paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 4 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n \n \n\n\n\n
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@article{jair2021dors,\n author = {Giuseppe {De Giacomo} and\nXavier Oriol and\nRiccardo Rosati and\nDomenico Fabio Savo},\n doi = {10.1613/jair.1.12414},\n journal = {{JAIR}},\n keywords = {WP5,WP4,A-level},\n pages = {1335--1371},\n title = {Instance-Level Update in DL-Lite Ontologies through First-Order Rewriting},\n url_paper = {https://whitemech.github.io/papers/2021/jair2021dors.pdf},\n volume = {70},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Merge-and-Shrink: A Compositional Theory of Transformations of Factored Transition Systems.\n \n \n \n \n\n\n \n Sievers, S.; and Helmert, M.\n\n\n \n\n\n\n JAIR, 71: 781–883. 2021.\n \n\n\n\n
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@article{jair2021sh,\n author = {Silvan Sievers and Malte Helmert},\n journal = {{JAIR}},\n keywords = {WP5,A-level},\n pages = {781--883},\n title = { Merge-and-Shrink: A Compositional Theory of Transformations of Factored Transition Systems},\n url_paper = {https://ai.dmi.unibas.ch/papers/sievers-helmert-jair2021.pdf},\n volume = {71},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n The perils and pitfalls of explainable AI: Strategies for explaining algorithmic decision-making.\n \n \n \n \n\n\n \n De Bruijn, H.; Warnier, M.; and Janssen, M.\n\n\n \n\n\n\n Government Information Quarterly, 101666: Online. 2021.\n \n\n\n\n
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@article{Janssen21,\n author = {De Bruijn, Hans and Warnier, Martijn and Janssen, Marijn},\n doi = {https://doi.org/10.1016/j.giq.2021.101666},\n journal = {Government Information Quarterly},\n keywords = {WP3},\n pages = {Online},\n title = {The perils and pitfalls of explainable AI: Strategies for explaining algorithmic decision-making},\n url = {https://www.sciencedirect.com/science/article/pii/S0740624X21001027},\n volume = {101666},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Epistemic Reasoning About Rationality and Bids in Auctions.\n \n \n \n \n\n\n \n Mittelmann, M.; Herzig, A.; and Perrussel, L.\n\n\n \n\n\n\n In Logics in Artificial Intelligence - 17th European Conference, JELIA 2021, Virtual Event, May 17-20, 2021, Proceedings, volume 12678, of Lecture Notes in Computer Science, pages 116–130, 2021. Springer\n \n\n\n\n
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@inproceedings{jelia2021mhp,\n author = {Munyque Mittelmann and\nAndreas Herzig and\nLaurent Perrussel},\n booktitle = {Logics in Artificial Intelligence - 17th European Conference, {JELIA}\n2021, Virtual Event, May 17-20, 2021, Proceedings},\n keywords = {WP6},\n pages = {116--130},\n publisher = {Springer},\n series = {Lecture Notes in Computer Science},\n title = {Epistemic Reasoning About Rationality and Bids in Auctions},\n url = {https://doi.org/10.1007/978-3-030-75775-5\\_9},\n volume = {12678},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n Live Streaming Speech Recognition Using Deep Bidirectional LSTM Acoustic Models and Interpolated Language Models.\n \n \n \n\n\n \n Jorge, J.; Giménez, A.; Silvestre-Cerdà, J. A.; Civera, J.; Sanchis, A.; and Alfons, J.\n\n\n \n\n\n\n IEEE/ACM Transactions on Audio, Speech, and Language Processing, 30: 148–161. 2021.\n \n\n\n\n
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@article{Jorge2021b,\n author = {Jorge, Javier and Giménez, Adrià and Silvestre-Cerdà, Joan Albert and Civera, Jorge and Sanchis, Albert and Juan Alfons},\n date = {2021-11-23},\n doi = {10.1109/TASLP.2021.3133216},\n journal = {IEEE/ACM Transactions on Audio, Speech, and Language Processing},\n keywords = {WP7},\n pages = {148--161},\n title = {Live Streaming Speech Recognition Using Deep Bidirectional LSTM Acoustic Models and Interpolated Language Models},\n volume = {30},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n Signalling boosts the evolution of cooperation in repeated group interactions.\n \n \n \n\n\n \n Martinez-Vaquero, L. A.; Santos, F. C.; and Trianni, V.\n\n\n \n\n\n\n Journal of the Royal Society Interface, 17(172): 20200635. 2021.\n \n\n\n\n
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@article{jrsi2021mst,\n author = {Luis A. Martinez{-}Vaquero and\nFrancisco C. Santos and\nVito Trianni},\n doi = {10.1098/rsif.2020.0635},\n journal = {Journal of the Royal Society Interface},\n keywords = {WP6},\n number = {172},\n pages = {20200635},\n title = {Signalling boosts the evolution of cooperation in repeated group interactions},\n volume = {17},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n The impact of data difficulty factors on classification of imbalanced and concept drifting data streams.\n \n \n \n \n\n\n \n Brzezinski, D.; Minku, L. L.; Pewinski, T.; Stefanowski, J.; and Szumaczuk, A.\n\n\n \n\n\n\n Knowl. Inf. Syst., 63(6): 1429–1469. 2021.\n \n\n\n\n
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@article{kais-StefanowskiMPSS21,\n author = {Dariusz Brzezinski and\nLeandro L. Minku and\nTomasz Pewinski and\nJerzy Stefanowski and\nArtur Szumaczuk},\n doi = {10.1007/s10115-021-01560-w},\n journal = {Knowl. Inf. Syst.},\n keywords = {WP3},\n number = {6},\n pages = {1429--1469},\n title = {The impact of data difficulty factors on classification of imbalanced\nand concept drifting data streams},\n url_paper = {https://doi.org/10.1007/s10115-021-01560-w},\n volume = {63},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n Towards Symbolic Time Series Representation Improved by Kernel Density Estimators.\n \n \n \n\n\n \n Kloska, M.; and Rozinajová, V.\n\n\n \n\n\n\n Trans. Large Scale Data Knowl. Centered Syst., 50: 25–45. 2021.\n \n\n\n\n
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@article{Kloska2021,\n author = {Matej Kloska and\nViera Rozinajov{\\'{a}}},\n journal = {Trans. Large Scale Data Knowl. Centered Syst.},\n keywords = {WP3},\n pages = {25--45},\n title = {Towards Symbolic Time Series Representation Improved by Kernel Density\nEstimators},\n volume = {50},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n Speeding Up Neural Network Verification via Automated Algorithm Configuration.\n \n \n \n\n\n \n König, M.; Hoos, H. H; and van Rijn, J. N.\n\n\n \n\n\n\n In ICLR workshop: Security and Safety in Machine Learning Systems, 2021. \n \n\n\n\n
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@inproceedings{konig2021speeding,\n author = {K{\\"o}nig, Matthias and Hoos, Holger H and van Rijn, Jan Nicolaas},\n booktitle = {{ICLR workshop: Security and Safety in Machine Learning Systems}},\n keywords = {WP3,WP7},\n title = {{Speeding Up Neural Network Verification via Automated Algorithm Configuration}},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n Synthesizing Best-Effort Strategies under Multiple Environment Specifications .\n \n \n \n\n\n \n Aminof, B.; De Giacomo, G.; Lomuscio, A.; Murano, A.; and Rubin, S.\n\n\n \n\n\n\n In KR, 2021. \n \n\n\n\n
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@inproceedings{kr2021adlmr,\n author = {Benjamin Aminof and Giuseppe {De Giacomo} and Alessio Lomuscio and Aniello Murano and Sasha Rubin},\n booktitle = {{KR}},\n keywords = {WP5,A-level,Outside-Europe},\n title = {Synthesizing {Best-Effort} Strategies under Multiple Environment Specifications },\n year = {2021}\n}\n\n
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@inproceedings{kr2021ajo,\n author = {Diego Aineto and Sergio Jim{\\'{e}}nez and Eva Onaindia},\n booktitle = {{KR}},\n keywords = {WP5,A-level},\n pages = {22--31},\n title = {Generalized Temporal Inference via Planning},\n url_paper = {https://doi.org/10.24963/kr.2021/3},\n year = {2021}\n}\n\n
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@inproceedings{kr2021ddpz,\n author = {Giuseppe {De Giacomo} and Antonio {Di Stasio} and Giuseppe Perelli and Shufang Zhu},\n booktitle = {{KR}},\n keywords = {WP5,A-level},\n title = {Synthesis with Mandatory Stop Actions},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n The Nondeterministic Situation Calculus.\n \n \n \n\n\n \n De Giacomo, G.; and Lespérance, Y.\n\n\n \n\n\n\n In KR, 2021. \n \n\n\n\n
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@inproceedings{kr2021dl,\n author = {Giuseppe {De Giacomo} and Yves {Lesp{\\'{e}}rance}},\n booktitle = {{KR}},\n keywords = {WP5,A-level,Outside-Europe},\n title = {The Nondeterministic Situation Calculus},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n Timed Trace Alignment with Metric Temporal Logic over Finite Traces.\n \n \n \n\n\n \n De Giacomo, G.; Murano, A.; Patrizi, F.; and Perelli, G.\n\n\n \n\n\n\n In KR, 2021. \n \n\n\n\n
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@inproceedings{kr2021dmpp,\n author = {Giuseppe {De Giacomo} and Aniello Murano and Fabio Patrizi and Giuseppe Perelli},\n booktitle = {{KR}},\n keywords = {WP5,A-level},\n title = {Timed Trace Alignment with Metric Temporal Logic over Finite Traces},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Expressing and Exploiting the Common Subgoal Structure of Classical Planning Domains Using Sketches.\n \n \n \n \n\n\n \n Drexler, D.; Seipp, J.; and Geffner, H.\n\n\n \n\n\n\n In KR, 2021. \n \n\n\n\n
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@inproceedings{kr2021dsg,\n author = {Drexler, Dominik and Seipp, Jendrik and Geffner, Hector},\n booktitle = {{KR}},\n keywords = {WP5,A-level},\n title = {Expressing and Exploiting the Common Subgoal Structure of Classical Planning Domains Using Sketches},\n url_paper = {arXiv preprint arXiv:2105.04250},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Learning First-Order Representations for Planning from Black-Box States: New Results.\n \n \n \n \n\n\n \n Rodriguez, I. D; Bonet, B.; Romero, J.; and Geffner, H.\n\n\n \n\n\n\n In KR, 2021. \n \n\n\n\n
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@inproceedings{kr2021rbrg,\n author = {Rodriguez, Ivan D and Bonet, Blai and Romero, Javier and Geffner, Hector},\n booktitle = {{KR}},\n keywords = {WP5,A-level,Outside-Europe},\n title = {Learning First-Order Representations for Planning from Black-Box States: New Results},\n url_paper = {arXiv preprint arXiv:2105.10830},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Research community dynamics behind popular AI benchmarks.\n \n \n \n \n\n\n \n Martı́nez-Plumed, Fernando; Barredo, P.; Heigeartaigh, S. O; and Hernández-Orallo, J.\n\n\n \n\n\n\n Nature Machine Intelligence, 3(7): 581–589. 2021.\n \n\n\n\n
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@article{martinez2021research,\n author = {Mart{\\'\\i}nez-Plumed, Fernando and Barredo, Pablo and Heigeartaigh, Sean O and Hern{\\'a}ndez-Orallo, Jos{\\'e}},\n journal = {Nature Machine Intelligence},\n keywords = {WP3},\n number = {7},\n pages = {581--589},\n publisher = {Nature Publishing Group},\n title = {Research community dynamics behind popular AI benchmarks},\n url_paper = {https://rdcu.be/ckK8X},\n volume = {3},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n A Compositional Atlas of Tractable Circuit Operations: From Simple Transformations to Complex Information-theoretic Queries.\n \n \n \n \n\n\n \n Vergari, A.; Choi, Y.; Liu, A.; Teso, S.; and Van den Broeck, G.\n\n\n \n\n\n\n In NeurIPS, 2021. Curran Associates\n \n\n\n\n
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@inproceedings{nips2021vcltv,\n author = {Antonio Vergari and YooJung Choi and Anji Liu and Stefano Teso and Guy {Van den Broeck}},\n booktitle = {{NeurIPS}},\n keywords = {WP4,A-level,Outside-Europe},\n publisher = {{Curran Associates}},\n title = {A Compositional Atlas of Tractable Circuit Operations: From Simple Transformations to Complex Information-theoretic Queries},\n url_paper = {https://proceedings.neurips.cc/paper/2021/file/6e01383fd96a17ae51cc3e15447e7533-Paper.pdf},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n OpenML Benchmarking Suites.\n \n \n \n \n\n\n \n Bischl, B.; Casalicchio, G.; Feurer, M.; Gijsbers, P.; Hutter, F.; Lang, M.; Mantovani, R. G.; van Rijn, J. N.; and Vanschoren, J.\n\n\n \n\n\n\n In Thirty-fifth Conference on Neural Information Processing Systems Datasets and Benchmarks Track (Round 2), 2021. \n \n\n\n\n
\n\n\n\n \n \n \"OpenML paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n \n \n \n \n\n\n\n
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@inproceedings{nipsdb2021bcfghlgvv,\n author = {Bernd Bischl and Giuseppe Casalicchio and Matthias Feurer and Pieter Gijsbers and Frank Hutter and Michel Lang and Rafael Gomes Mantovani and Jan N. van Rijn and Joaquin Vanschoren},\n booktitle = {Thirty-fifth Conference on Neural Information Processing Systems Datasets and Benchmarks Track (Round 2)},\n keywords = {WP7,A-level,Outside-Europe,2+TAILOR-Partners},\n title = {Open{ML} Benchmarking Suites},\n url_paper = {https://openreview.net/pdf?id=OCrD8ycKjG},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n HPOBench: A Collection of Reproducible Multi-Fidelity Benchmark Problems for HPO.\n \n \n \n \n\n\n \n Eggensperger, K.; Müller, P.; Mallik, N.; Feurer, M.; Sass, R.; Klein, A.; Awad, N.; Lindauer, M.; and Hutter, F.\n\n\n \n\n\n\n In Thirty-fifth Conference on Neural Information Processing Systems Datasets and Benchmarks Track (Round 2), 2021. \n \n\n\n\n
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@inproceedings{nipsdb2021emmfskalh,\n author = {Katharina Eggensperger and Philipp M{\\"u}ller and Neeratyoy Mallik and Matthias Feurer and Rene Sass and Aaron Klein and Noor Awad and Marius Lindauer and Frank Hutter},\n booktitle = {Thirty-fifth Conference on Neural Information Processing Systems Datasets and Benchmarks Track (Round 2)},\n keywords = {WP7,A-level},\n title = {{HPOB}ench: A Collection of Reproducible Multi-Fidelity Benchmark Problems for {HPO}},\n url_paper = {https://openreview.net/pdf?id=1k4rJYEwda-},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n FairLens: Auditing black-box clinical decision support systems.\n \n \n \n \n\n\n \n Panigutti, C.; Perotti, A.; Panisson, A.; Bajardi, P.; and Pedreschi, D.\n\n\n \n\n\n\n Information Processing & Management, 58(5): 102657. 2021.\n \n\n\n\n
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@article{panigutti2021fairlens,\n author = {Panigutti, Cecilia and Perotti, Alan and Panisson, Andr{\\'e} and Bajardi, Paolo and Pedreschi, Dino},\n journal = {Information Processing \\& Management},\n keywords = {WP3,A-level},\n number = {5},\n pages = {102657},\n publisher = {Elsevier},\n title = {FairLens: Auditing black-box clinical decision support systems},\n url_paper = {https://doi.org/10.1016/j.ipm.2021.102657},\n volume = {58},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n A Boolean Extension of KLM-Style Conditional Reasoning.\n \n \n \n\n\n \n Paterson-Jones, G.; Casini, G.; and Meyer, T.\n\n\n \n\n\n\n In Southern African Conference for Artificial Intelligence Research, pages 236–252, 2021. Springer\n \n\n\n\n
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@inproceedings{paterson2021boolean,\n author = {Paterson-Jones, Guy and Casini, Giovanni and Meyer, Thomas},\n booktitle = {Southern African Conference for Artificial Intelligence Research},\n keywords = {WP3},\n organization = {Springer},\n pages = {236--252},\n title = {A Boolean Extension of KLM-Style Conditional Reasoning},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n GHOST at SemEval-2021 Task 5: Is explanation all you need?.\n \n \n \n \n\n\n \n Pluciński, K.; and Klimczak, H.\n\n\n \n\n\n\n In Proceedings of the 15th International Workshop on Semantic Evaluation (SemEval-2021), pages 852–859, 2021. Association for Computational Linguistics\n \n\n\n\n
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@inproceedings{plucinski-klimczak-2021-ghost,\n author = {Pluci{\\'n}ski, Kamil  and  Klimczak, Hanna},\n booktitle = {Proceedings of the 15th International Workshop on Semantic Evaluation (SemEval-2021)},\n doi = {10.18653/v1/2021.semeval-1.114},\n keywords = {WP3},\n pages = {852--859},\n publisher = {Association for Computational Linguistics},\n title = {{GHOST} at {S}em{E}val-2021 Task 5: Is explanation all you need?},\n url = {https://aclanthology.org/2021.semeval-1.114},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Graph Mixture Density Networks.\n \n \n \n \n\n\n \n Errica, F.; Bacciu, D.; and Micheli, A.\n\n\n \n\n\n\n In Proceedings of the 38th International Conference on Machine Learning, volume 139, of Proceedings of Machine Learning Research, pages 3025–3035, 18–24 Jul 2021. PMLR\n \n\n\n\n
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@inproceedings{pmlr-v139-errica21a,\n author = {Errica, Federico and Bacciu, Davide and Micheli, Alessio},\n booktitle = {Proceedings of the 38th International Conference on Machine Learning},\n keywords = {WP4,A-level},\n month = {18--24 Jul},\n pages = {3025--3035},\n publisher = {PMLR},\n series = {Proceedings of Machine Learning Research},\n title = {Graph Mixture Density Networks},\n url_paper = {http://proceedings.mlr.press/v139/errica21a/errica21a.pdf},\n volume = {139},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Advances in MetaDL: AAAI 2021 challenge and workshop.\n \n \n \n \n\n\n \n El Baz, A.; Guyon, I.; Liu, Z.; van Rijn, J. N.; Treguer, S.; and Vanschoren, J.\n\n\n \n\n\n\n Proceedings of Machine Learning Research. 2021.\n \n\n\n\n
\n\n\n\n \n \n \"AdvancesPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n \n \n\n\n\n
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@article{pmlr2021eglv,\n author = {El Baz, Adrian and Guyon, Isabelle and Liu, Zhengying and van Rijn, Jan N. and Treguer, Sebastien and Vanschoren, Joaquin},\n journal = {Proceedings of Machine Learning Research},\n keywords = {WP2,WP7,2+TAILOR-Partners},\n pdf = {http://proceedings.mlr.press/v140/el-baz21a/el-baz21a.pdf},\n title = {Advances in MetaDL: AAAI 2021 challenge and workshop},\n url = {https://proceedings.mlr.press/v140/el-baz21a.html},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n Domain-Independent Reward Machines for Modular Integration of Planning and Learning.\n \n \n \n\n\n \n De Giacomo, G.; Favorito, M.; Iocchi, L.; and Patrizi, F.\n\n\n \n\n\n\n In PRL Workshop, 2021. \n \n\n\n\n
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@inproceedings{prl2021dfip,\n author = {Giuseppe {De Giacomo} and Marco Favorito and Luca Iocchi and Fabio Patrizi},\n booktitle = {{PRL} Workshop},\n keywords = {WP5},\n title = {{Domain-Independent} Reward Machines for Modular Integration of Planning and Learning},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n Efficient PAC Reinforcement Learning in Regular Decision Processes.\n \n \n \n\n\n \n Ronca, A.; and De Giacomo, G.\n\n\n \n\n\n\n In PRL Workshop, 2021. \n \n\n\n\n
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@inproceedings{prl2021rd,\n author = {Alessandro Ronca and Giuseppe {De Giacomo}},\n booktitle = {{PRL} Workshop},\n keywords = {WP5,A-level},\n title = {Efficient {PAC} Reinforcement Learning in Regular Decision Processes},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n Learning a Symbolic Planning Domain through the Interaction with Continuous Environments.\n \n \n \n\n\n \n Umili, E.; Antonioni, E.; Riccio, F.; Capobianco, R.; Nardi, D.; and De Giacomo, G.\n\n\n \n\n\n\n In PRL Workshop, 2021. \n \n\n\n\n
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@inproceedings{prl2021uarcnd,\n author = {Elena Umili and\nEmanuele Antonioni and\nFrancesco Riccio and\nRoberto Capobianco and\nDaniele Nardi and\nGiuseppe {De Giacomo}},\n booktitle = {{PRL} Workshop},\n keywords = {WP5},\n title = {Learning a Symbolic Planning Domain through the Interaction with Continuous Environments},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Else-Net: Elastic Semantic Network for Continual Action Recognition from Skeleton Data.\n \n \n \n \n\n\n \n Tianjiao Li, Q. K.; Hossein Rahmani, R. E. H.; and Henghui Ding, J\n\n\n \n\n\n\n In International Conference on Computer Vision, 2021. \n \n\n\n\n
\n\n\n\n \n \n \"Else-Net: paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n\n\n\n
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@inproceedings{RahmaniICCV21,\n author = {Tianjiao Li, Qiuhong Ke, Hossein Rahmani, Rui En Ho, Henghui Ding, J},\n booktitle = {International Conference on Computer Vision},\n keywords = {WP7,A-level},\n title = {Else-Net: Elastic Semantic Network for Continual Action Recognition from Skeleton Data},\n url_paper = {https://openaccess.thecvf.com/content/ICCV2021/papers/Li_Else-Net_Elastic_Semantic_Network_for_Continual_Action_Recognition_From_Skeleton_ICCV_2021_paper.pdf},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n The Multi-Modal Video Reasoning and Analyzing Competition.\n \n \n \n \n\n\n \n Haoran Peng, H. H.; Li Xu, T. L.; Jun Liu, H. R.; Qiuhong Ke, Z. G.; Cong Wu, R. L.; Mang Ye, J. W.; Jiaxu Zhang, Y. L.; Tao He, F. Z.; and Xianbin Liu, T. L.\n\n\n \n\n\n\n In International Conference on Computer Vision- Workshop, 2021. \n \n\n\n\n
\n\n\n\n \n \n \"The paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@inproceedings{RahmaniICCVW21,\n author = {Haoran Peng, He Huang, Li Xu, Tianjiao Li, Jun Liu, Hossein Rahmani, Qiuhong Ke, Zhicheng Guo, Cong Wu, Rongchang Li, Mang Ye, Jiahao Wang, Jiaxu Zhang, Yuanzhong Liu, Tao He, Fuwei Zhang, Xianbin Liu, Tao Lin},\n booktitle = {International Conference on Computer Vision- Workshop},\n keywords = {WP4},\n title = {The Multi-Modal Video Reasoning and Analyzing Competition},\n url_paper = {https://openaccess.thecvf.com/content/ICCV2021W/MMVRA/papers/Peng_The_Multi-Modal_Video_Reasoning_and_Analyzing_Competition_ICCVW_2021_paper.pdf},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Learning Meta-features for AutoML.\n \n \n \n \n\n\n \n Rakotoarison, H.; Milijaona, L.; Rasoanaivo, A.; Sebag, M.; and Schoenauer, M.\n\n\n \n\n\n\n In International Conference on Learning Representations, 2021. \n Selected as a spotlight\n\n\n\n
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@inproceedings{rakotoarison2021learning,\n author = {Rakotoarison, Herilalaina and Milijaona, Louisot and Rasoanaivo, Andry and Sebag, Mich{\\`e}le and Schoenauer, Marc},\n booktitle = {International Conference on Learning Representations},\n keywords = {WP7},\n note = {Selected as a spotlight},\n title = {Learning Meta-features for AutoML},\n url = {https://openreview.net/forum?id=DTkEfj0Ygb8&referrer=%5Bthe%20profile%20of%20Herilalaina%20Rakotoarison%5D(%2Fprofile%3Fid%3D~Herilalaina_Rakotoarison1)},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Enhancing Lattice-Based Motion Planning With Introspective Learning and Reasoning.\n \n \n \n \n\n\n \n Tiger, M.; Bergström, D.; Norrstig, A.; and Heintz, F.\n\n\n \n\n\n\n IEEE Robotics and Automation Letters, 6(3): 4385–4392. 2021.\n \n\n\n\n
\n\n\n\n \n \n \"Enhancing paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 2 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n \n \n\n\n\n
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@article{ral2021tiger,\n author = {Mattias Tiger and\nDavid Bergstr{\\"{o}}m and\nAndreas Norrstig and\nFredrik Heintz},\n journal = {{IEEE} Robotics and Automation Letters},\n keywords = {WP3,WP4,WP5},\n number = {3},\n pages = {4385--4392},\n title = {Enhancing Lattice-Based Motion Planning With Introspective Learning\nand Reasoning},\n url_paper = {https://www.ida.liu.se/divisions/aiics/publications/IRAL-2021-Enhancing-Lattice-Based.pdf},\n volume = {6},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n A Survey on Quantum Computer Simulators.\n \n \n \n \n\n\n \n Dahi, Z. A.; Alba, E.; Gil-Merino, R.; Chicano, F.; ; and Luque, G.\n\n\n \n\n\n\n In 19th Conference of the Spanish Association for Artificial Intelligence, CAEPIA, pages 941-946, 2021. CAEPIA\n \n\n\n\n
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@inproceedings{ref_2,\n author = {Zakaria Abdelmoiz Dahi and Enrique Alba and Rodrigo Gil-Merino and Francisco Chicano and and Gabriel Luque },\n booktitle = { 19th Conference of the Spanish Association for Artificial Intelligence, CAEPIA},\n keywords = {WP7},\n pages = {941-946},\n publisher = {CAEPIA},\n title = {A Survey on Quantum Computer Simulators},\n url_paper = {https://caepia20-21.uma.es/inicio_files/caepia20-21-actas.pdf},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Quantum Computing: Present and Prospects.\n \n \n \n \n\n\n \n Rodrigo Gil-Merino, E. A.; and Jose Francisco Chicano, Z. A. D.\n\n\n \n\n\n\n In Enrique Alba, F. C.; Gabriel Luque, R. G.; Carlos Cotta, D. C.; Manuel Ojeda-Aciego, S. M.; Alicia Troncoso, J. R.; Eva Onaindia, M. J. d. J.; Jose Antonio Gamez, A. B.; Mar Marcos, A. L.; Juan Pedro Llerena, J. E.; and Jamal Toutouh, S. M., editor(s), 19th Conference of the Spanish Association for Artificial Intelligence (CAEPIA), pages 947-952, 2021. CAEPIA\n \n\n\n\n
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@inproceedings{ref_2,\n author = {Rodrigo Gil-Merino, Enrique Alba, Jose Francisco Chicano, Zakaria Abdelmoiz Dahi, Gabriel Luque },\n booktitle = { 19th  Conference of the Spanish Association for Artificial Intelligence (CAEPIA)},\n editor = {Enrique Alba, Francisco Chicano, Gabriel Luque, Rodrigo Gil-Merino, Carlos Cotta, David Camacho, Manuel Ojeda-Aciego, Susana Montes, Alicia Troncoso, Jose Riquelme, Eva Onaindia,  Maria Jose del Jesus, Jose Antonio Gamez, Alberto Bugarin, Mar Marcos, Agapito Ledezma, Juan Pedro Llerena, Javier Echanobe, Jamal Toutouh, Santiago Muinos},\n isbn = {978-84-09-30514-8},\n keywords = {WP7},\n pages = {947-952},\n publisher = {CAEPIA},\n title = {Quantum Computing: Present and Prospects},\n url_paper = {https://caepia20-21.uma.es/inicio_files/caepia20-21-actas.pdf},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n A Study of Learning Search Approximation in Mixed Integer Branch and Bound: Node Selection in SCIP.\n \n \n \n \n\n\n \n Yilmaz, K.; and Yorke-Smith, N.\n\n\n \n\n\n\n AI, 2(2): 150–178. 2021.\n \n\n\n\n
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@article{scip2021yy,\n author = {Kaan Yilmaz and Neil Yorke-Smith},\n journal = {AI},\n keywords = {WP4},\n number = {2},\n pages = {150--178},\n title = {A Study of Learning Search Approximation in Mixed Integer Branch and Bound: Node Selection in {SCIP}},\n url_paper = {http://homepage.tudelft.nl/0p6y8/papers/j33.pdf},\n volume = {2},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n On the Languages Accepted by Watson-Crick Finite Automata with Delays.\n \n \n \n \n\n\n \n Sempere, J. M.\n\n\n \n\n\n\n Mathematics, 9(8). 2021.\n \n\n\n\n
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@article{sempere2021,\n author = {Sempere, José M.},\n journal = {Mathematics},\n keywords = {WP6,WP7},\n number = {8},\n publisher = {MDPI},\n title = {On the Languages Accepted by Watson-Crick Finite Automata with Delays},\n url_paper = {https://doi.org/10.3390/math9080813},\n volume = {9},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n Towards Visual Semantics.\n \n \n \n\n\n \n Giunchiglia, F.; Erculiani, L.; and Passerini, A.\n\n\n \n\n\n\n SN COMPUT. SCI., 2(446). 2021.\n \n\n\n\n
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@article{sncs2021,\n author = {Giunchiglia, F. and Erculiani, L. and Passerini, A.},\n doi = {https://doi.org/10.1007/s42979-021-00839-7},\n journal = {SN COMPUT. SCI.},\n keywords = {WP4},\n number = {446},\n title = {Towards Visual Semantics},\n volume = {2},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n You Only Write Thrice: Creating Documents, Computational Notebooks and Presentations From a Single Source.\n \n \n \n \n\n\n \n Sokol, K.; and Flach, P.\n\n\n \n\n\n\n In Beyond static papers: Rethinking how we share scientific understanding in ML-ICLR 2021 workshop, 2021. \n \n\n\n\n
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@inproceedings{sokol2021you,\n author = {Sokol, Kacper and Flach, Peter},\n booktitle = {Beyond static papers: Rethinking how we share scientific\nunderstanding in ML-ICLR 2021 workshop},\n keywords = {WP9},\n title = {You Only Write Thrice: Creating Documents, Computational\nNotebooks and Presentations From a Single Source},\n url_paper = {https://openreview.net/forum?id=i4zpuNRiU4G},\n year = {2021}\n}\n\n
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@inproceedings{spark2021gfm,\n author = {Kin Max Gusmão, Ramon {Fraga Pereira}, Felipe Meneguzzi},\n booktitle = {{SPARK} Workshop ({ICAPS})},\n keywords = {WP5},\n title = {Inferring Agents Preferences as Priors for Probabilistic Goal Recognition},\n url_paper = {https://whitemech.github.io/papers/2021/spark2021gfm.pdf},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n Automatic learning of cognitive exercises for socially assistive robotics.\n \n \n \n\n\n \n Suárez-Hernández, A.; Andriella, A.; Taranović, A.; Segovia-Aguas, J.; Torras, C.; and Alenyà, G.\n\n\n \n\n\n\n In 2021 30th IEEE International Conference on Robot & Human Interactive Communication (RO-MAN), pages 139–146, 2021. IEEE\n \n\n\n\n
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@inproceedings{suarez2021automatic,\n author = {Su{\\'a}rez-Hern{\\'a}ndez, Alejandro and Andriella, Antonio and Taranovi{\\'c}, Aleksandar and Segovia-Aguas, Javier and Torras, Carme and Aleny{\\`a}, Guillem},\n booktitle = {2021 30th IEEE International Conference on Robot \\& Human Interactive Communication (RO-MAN)},\n keywords = {WP5},\n organization = {IEEE},\n pages = {139--146},\n title = {Automatic learning of cognitive exercises for socially assistive robotics},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Expressiveness and Nash Equilibrium in Iterated Boolean Games.\n \n \n \n \n\n\n \n Gutierrez, J.; Harrenstein, P.; Perelli, G.; and Wooldridge, M.\n\n\n \n\n\n\n ACM Trans. Comput. Logic, 22(2). 2021.\n \n\n\n\n
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@article{tocl2021ghpw,\n author = {Julian Gutierrez and Paul Harrenstein and Giuseppe Perelli and Michael Wooldridge},\n doi = {10.1145/3439900},\n issn = {1529-3785},\n journal = {ACM Trans. Comput. Logic},\n keywords = {WP5},\n number = {2},\n publisher = {Association for Computing Machinery},\n title = {Expressiveness and Nash Equilibrium in Iterated Boolean Games},\n url_paper = {https://whitemech.github.io/papers/2021/tocl2021ghpw.pdf},\n volume = {22},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Machine Learning Modeling of Climate Variability Impact on River Runoff.\n \n \n \n \n\n\n \n Norel, M.; Krawiec, K.; and Kundzewicz, Z. W.\n\n\n \n\n\n\n Water, 13(9). 2021.\n \n\n\n\n
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@article{w13091177,\n author = {Norel, Mateusz and Krawiec, Krzysztof and Kundzewicz, Zbigniew W.},\n doi = {10.3390/w13091177},\n issn = {2073-4441},\n journal = {Water},\n keywords = {WP3,WP7},\n number = {9},\n title = {Machine Learning Modeling of Climate Variability Impact on River Runoff},\n url = {https://www.mdpi.com/2073-4441/13/9/1177},\n volume = {13},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n Co-creating Platformer Levels with Constrained Adversarial Networks.\n \n \n \n\n\n \n Morettin, P.; Passerini, A.; and Teso, S.\n\n\n \n\n\n\n Workshop on Human-AI Co-Creation with Generative Models at IUI 2021. 2021.\n \n\n\n\n
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@article{whcgm2021mpt,\n author = {Morettin, Paolo and Passerini, Andrea and Teso, Stefano},\n journal = {Workshop on Human-AI Co-Creation with Generative Models at IUI 2021},\n keywords = {WP4},\n title = {Co-creating Platformer Levels with Constrained Adversarial Networks},\n year = {2021}\n}\n\n
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@article{YangWen-Chi2021LMCf,\n author = {Yang, Wen-Chi and Raskin, Jean-François and De Raedt, Luc},\n journal = {Machine Learning},\n keywords = {WP5,WP4},\n publisher = {Springer Verlag},\n title = {Lifted Model Checking for Relational MDPs},\n year = {2021}\n}\n\n
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@inproceedings{zervakis:hal-03318571,\n author = {Zervakis, Georgios and Vincent, Emmanuel and Couceiro, Miguel and Schoenauer, Marc},\n booktitle = {ECML/PKDD2021 Workshop on Combination of Symbolic and Sub-symbolic Methods and their Applications},\n keywords = {WP3},\n month = {September},\n title = {On Refining {BERT} Contextualized Embeddings using Semantic Lexicons},\n url = {https://hal.archives-ouvertes.fr/hal-03318571},\n url_paper = {https://hal.archives-ouvertes.fr/hal-03318571/file/On_Refining_BERT_Contextualized_Embeddings_using_Semantic_Lexicons__CSSA.pdf},\n year = {2021}\n}\n\n
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\n \n\n \n \n \n \n \n \n Order-sorted Homeomorphic Embedding Modulo Combinations of Associativity and/or Commutativity Axioms.\n \n \n \n \n\n\n \n Alpuente, M.; Cuenca-Ortega, A.; Escobar, S.; and Meseguer, J.\n\n\n \n\n\n\n Fundam. Informaticae, 177(3-4): 297–329. 2020.\n \n\n\n\n
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@article{ACEM20,\n author = {Mar{\\'{\\i}}a Alpuente and Angel Cuenca{-}Ortega and Santiago Escobar and  Jos{\\'{e}} Meseguer},\n doi = {10.3233/FI-2020-1991},\n journal = {Fundam. Informaticae},\n keywords = {WP3,Outside-Europe},\n number = {3-4},\n pages = {297--329},\n title = {{Order-sorted Homeomorphic Embedding Modulo Combinations of Associativity and/or Commutativity Axioms}},\n url_paper = {https://doi.org/10.3233/FI-2020-1991},\n volume = {177},\n year = {2020}\n}\n\n
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\n \n\n \n \n \n \n \n \n Abstract Contract Synthesis and Verification in the Symbolic K Framework.\n \n \n \n \n\n\n \n Alpuente, M.; Pardo, D.; and Villanueva, A.\n\n\n \n\n\n\n Fundam. Informaticae, 177(3-4): 235–273. 2020.\n \n\n\n\n
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@article{APV20,\n author = {Mar{\\'{\\i}}a Alpuente and Daniel Pardo and Alicia Villanueva},\n doi = {10.3233/FI-2020-1989},\n journal = {Fundam. Informaticae},\n keywords = {WP3},\n number = {3-4},\n pages = {235--273},\n title = {{Abstract Contract Synthesis and Verification in the Symbolic {K} Framework}},\n url_paper = {https://doi.org/10.3233/FI-2020-1989},\n volume = {177},\n year = {2020}\n}\n\n
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\n \n\n \n \n \n \n \n \n Making ML Models Fairer Through Explanations: The Case of LimeOut.\n \n \n \n \n\n\n \n Alves, G.; Bhargava, V.; Couceiro, M.; and Napoli, A.\n\n\n \n\n\n\n In Analysis of Images, Social Networks and Texts - 9th International Conference, AIST 2020, Skolkovo, Moscow, Russia, October 15-16, 2020, Revised Selected Papers, volume 12602, of Lecture Notes in Computer Science, pages 3–18, 2020. Springer\n \n\n\n\n
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@inproceedings{DBLP:conf/aist/0001BCN20,\n author = {Guilherme Alves and\nVaishnavi Bhargava and\nMiguel Couceiro and\nAmedeo Napoli},\n booktitle = {Analysis of Images, Social Networks and Texts - 9th International\nConference, {AIST} 2020, Skolkovo, Moscow, Russia, October 15-16,\n2020, Revised Selected Papers},\n keywords = {WP3},\n pages = {3--18},\n publisher = {Springer},\n series = {Lecture Notes in Computer Science},\n title = {Making {ML} Models Fairer Through Explanations: The Case of LimeOut},\n url_paper = {https://hal.archives-ouvertes.fr/hal-02864059/file/LimeOut_AIST2020-Final.pdf},\n volume = {12602},\n year = {2020}\n}\n\n
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\n \n\n \n \n \n \n \n \n Explaining Multicriteria Decision Making with Formal Concept Analysis.\n \n \n \n \n\n\n \n Bazin, A.; Couceiro, M.; Devignes, M.; and Napoli, A.\n\n\n \n\n\n\n In Proceedings of the Fifthteenth International Conference on Concept Lattices and Their Applications, Tallinn, Estonia, June 29-July 1, 2020, volume 2668, of CEUR Workshop Proceedings, pages 119–130, 2020. CEUR-WS.org\n \n\n\n\n
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@inproceedings{DBLP:conf/cla/BazinCDN20,\n author = {Alexandre Bazin and\nMiguel Couceiro and\nMarie{-}Dominique Devignes and\nAmedeo Napoli},\n booktitle = {Proceedings of the Fifthteenth International Conference on Concept\nLattices and Their Applications, Tallinn, Estonia, June 29-July 1,\n2020},\n keywords = {WP3},\n pages = {119--130},\n publisher = {CEUR-WS.org},\n series = {{CEUR} Workshop Proceedings},\n title = {Explaining Multicriteria Decision Making with Formal Concept Analysis},\n url_paper = {https://hal.archives-ouvertes.fr/hal-02909383/file/Explaining%20Multicriteria%20Decision%20Making%20with%20Formal%20Concept%20Analysis.pdf},\n volume = {2668},\n year = {2020}\n}\n\n
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\n \n\n \n \n \n \n \n \n Explaining Any Time Series Classifier.\n \n \n \n \n\n\n \n Guidotti, R.; Monreale, A.; Spinnato, F.; Pedreschi, D.; and Giannotti, F.\n\n\n \n\n\n\n In 2nd IEEE International Conference on Cognitive Machine Intelligence, CogMI 2020, Atlanta, GA, USA, October 28-31, 2020, pages 167–176, 2020. IEEE\n \n\n\n\n
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@inproceedings{DBLP:conf/cogmi/GuidottiMSPG20,\n author = {Riccardo Guidotti and\nAnna Monreale and\nFrancesco Spinnato and\nDino Pedreschi and\nFosca Giannotti},\n booktitle = {2nd {IEEE} International Conference on Cognitive Machine Intelligence,\nCogMI 2020, Atlanta, GA, USA, October 28-31, 2020},\n doi = {10.1109/CogMI50398.2020.00029},\n keywords = {WP3},\n pages = {167--176},\n publisher = {{IEEE}},\n title = {Explaining Any Time Series Classifier},\n url = {https://doi.org/10.1109/CogMI50398.2020.00029},\n year = {2020}\n}\n\n
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\n \n\n \n \n \n \n \n \n Interpretable Next Basket Prediction Boosted with Representative Recipes.\n \n \n \n \n\n\n \n Guidotti, R.; and Viotto, S.\n\n\n \n\n\n\n In 2nd IEEE International Conference on Cognitive Machine Intelligence, CogMI 2020, Atlanta, GA, USA, October 28-31, 2020, pages 62–71, 2020. IEEE\n \n\n\n\n
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@inproceedings{DBLP:conf/cogmi/GuidottiV20,\n author = {Riccardo Guidotti and\nStefano Viotto},\n booktitle = {2nd {IEEE} International Conference on Cognitive Machine Intelligence,\nCogMI 2020, Atlanta, GA, USA, October 28-31, 2020},\n doi = {10.1109/CogMI50398.2020.00018},\n keywords = {WP3},\n pages = {62--71},\n publisher = {{IEEE}},\n title = {Interpretable Next Basket Prediction Boosted with Representative Recipes},\n url = {https://doi.org/10.1109/CogMI50398.2020.00018},\n year = {2020}\n}\n\n
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\n \n\n \n \n \n \n \n \n Learning from Non-Binary Constituency Trees via Tensor Decomposition.\n \n \n \n \n\n\n \n Castellana, D.; and Bacciu, D.\n\n\n \n\n\n\n In Proceedings of the 28th International Conference on Computational Linguistics, COLING 2020, Barcelona, Spain (Online), December 8-13, 2020, pages 3899–3910, 2020. International Committee on Computational Linguistics\n \n\n\n\n
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@inproceedings{DBLP:conf/coling/CastellanaB20,\n author = {Daniele Castellana and\nDavide Bacciu},\n booktitle = {Proceedings of the 28th International Conference on Computational\nLinguistics, {COLING} 2020, Barcelona, Spain (Online), December 8-13,\n2020},\n doi = {10.18653/v1/2020.coling-main.346},\n keywords = {WP4,A-level},\n pages = {3899--3910},\n publisher = {International Committee on Computational Linguistics},\n title = {Learning from Non-Binary Constituency Trees via Tensor Decomposition},\n url = {https://doi.org/10.18653/v1/2020.coling-main.346},\n year = {2020}\n}\n\n
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\n\n\n\n \n \n \"Merge, paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@inproceedings{DBLP:conf/dl/homola2020,\n author = {Martin Homola and Júlia Pukancová and Júlia Gablíková and Katarína Fabianová},\n booktitle = {33rd Int'l Workshop on Description Logics (DL 2020)},\n keywords = {WP3},\n pages = {1--11},\n publisher = {CEUR-WS.org},\n title = {Merge, Explain, Iterate},\n url_paper = {http://ceur-ws.org/Vol-2663/paper-11.pdf},\n year = {2020}\n}\n\n
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\n \n\n \n \n \n \n \n \n Collective Decision-Making as a Contextual Multi-armed Bandit Problem.\n \n \n \n \n\n\n \n Abels, A.; Lenaerts, T.; Trianni, V.; and Nowé, A.\n\n\n \n\n\n\n In Nguyen, N. T.; Hoang, B. H.; Huynh, C.; Hwang, D.; Trawinski, B.; and Vossen, G., editor(s), Computational Collective Intelligence - 12th International Conference, ICCCI 2020, Da Nang, Vietnam, November 30 - December 3, 2020, Proceedings, volume 12496, of Lecture Notes in Computer Science, pages 113–124, 2020. Springer\n \n\n\n\n
\n\n\n\n \n \n \"CollectivePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@inproceedings{DBLP:conf/iccci/AbelsLTN20,\n author = {Axel Abels and\nTom Lenaerts and\nVito Trianni and\nAnn Now{\\'{e}}},\n booktitle = {Computational Collective Intelligence - 12th International Conference,\n{ICCCI} 2020, Da Nang, Vietnam, November 30 - December 3, 2020, Proceedings},\n doi = {10.1007/978-3-030-63007-2\\_9},\n editor = {Ngoc Thanh Nguyen and\nBao Hung Hoang and\nCong{-}Phap Huynh and\nDosam Hwang and\nBogdan Trawinski and\nGottfried Vossen},\n keywords = {WP6},\n pages = {113--124},\n publisher = {Springer},\n series = {Lecture Notes in Computer Science},\n title = {Collective Decision-Making as a Contextual Multi-armed Bandit Problem},\n url = {https://doi.org/10.1007/978-3-030-63007-2\\_9},\n volume = {12496},\n year = {2020}\n}\n\n
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\n \n\n \n \n \n \n \n \n How Expert Confidence Can Improve Collective Decision-Making in Contextual Multi-Armed Bandit Problems.\n \n \n \n \n\n\n \n Abels, A.; Lenaerts, T.; Trianni, V.; and Nowé, A.\n\n\n \n\n\n\n In Nguyen, N. T.; Hoang, B. H.; Huynh, C.; Hwang, D.; Trawinski, B.; and Vossen, G., editor(s), Computational Collective Intelligence - 12th International Conference, ICCCI 2020, Da Nang, Vietnam, November 30 - December 3, 2020, Proceedings, volume 12496, of Lecture Notes in Computer Science, pages 125–138, 2020. Springer\n \n\n\n\n
\n\n\n\n \n \n \"HowPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@inproceedings{DBLP:conf/iccci/AbelsLTN20a,\n author = {Axel Abels and\nTom Lenaerts and\nVito Trianni and\nAnn Now{\\'{e}}},\n booktitle = {Computational Collective Intelligence - 12th International Conference,\n{ICCCI} 2020, Da Nang, Vietnam, November 30 - December 3, 2020, Proceedings},\n doi = {10.1007/978-3-030-63007-2\\_10},\n editor = {Ngoc Thanh Nguyen and\nBao Hung Hoang and\nCong{-}Phap Huynh and\nDosam Hwang and\nBogdan Trawinski and\nGottfried Vossen},\n keywords = {WP6},\n pages = {125--138},\n publisher = {Springer},\n series = {Lecture Notes in Computer Science},\n title = {How Expert Confidence Can Improve Collective Decision-Making in Contextual\nMulti-Armed Bandit Problems},\n url = {https://doi.org/10.1007/978-3-030-63007-2\\_10},\n volume = {12496},\n year = {2020}\n}\n\n
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\n \n\n \n \n \n \n \n \n LimeOut: An Ensemble Approach to Improve Process Fairness.\n \n \n \n \n\n\n \n Bhargava, V.; Couceiro, M.; and Napoli, A.\n\n\n \n\n\n\n In ECML PKDD 2020 Workshops - Workshops of the European Conference on Machine Learning and Knowledge Discovery in Databases (ECML PKDD 2020): SoGood 2020, PDFL 2020, MLCS 2020, NFMCP 2020, DINA 2020, EDML 2020, XKDD 2020 and INRA 2020, Ghent, Belgium, September 14-18, 2020, Proceedings, volume 1323, of Communications in Computer and Information Science, pages 475–491, 2020. Springer\n \n\n\n\n
\n\n\n\n \n \n \"LimeOut: paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@inproceedings{DBLP:conf/pkdd/BhargavaCN20,\n author = {Vaishnavi Bhargava and\nMiguel Couceiro and\nAmedeo Napoli},\n booktitle = {{ECML} {PKDD} 2020 Workshops - Workshops of the European Conference\non Machine Learning and Knowledge Discovery in Databases {(ECML} {PKDD}\n2020): SoGood 2020, {PDFL} 2020, {MLCS} 2020, {NFMCP} 2020, {DINA}\n2020, {EDML} 2020, {XKDD} 2020 and {INRA} 2020, Ghent, Belgium, September\n14-18, 2020, Proceedings},\n keywords = {WP3},\n pages = {475--491},\n publisher = {Springer},\n series = {Communications in Computer and Information Science},\n title = {LimeOut: An Ensemble Approach to Improve Process Fairness},\n url_paper = {https://hal.archives-ouvertes.fr/hal-02979233/file/LimeOut_Final.pdf},\n volume = {1323},\n year = {2020}\n}\n\n
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\n \n\n \n \n \n \n \n \n When Nominal Analogical Proportions Do Not Fail.\n \n \n \n \n\n\n \n Couceiro, M.; Lehtonen, E.; Miclet, L.; Prade, H.; and Richard, G.\n\n\n \n\n\n\n In Scalable Uncertainty Management - 14th International Conference, SUM 2020, Bozen-Bolzano, Italy, September 23-25, 2020, Proceedings, volume 12322, of Lecture Notes in Computer Science, pages 68–83, 2020. Springer\n \n\n\n\n
\n\n\n\n \n \n \"When paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@inproceedings{DBLP:conf/sum/CouceiroLMPR20,\n author = {Miguel Couceiro and\nErkko Lehtonen and\nLaurent Miclet and\nHenri Prade and\nGilles Richard},\n booktitle = {Scalable Uncertainty Management - 14th International Conference, {SUM}\n2020, Bozen-Bolzano, Italy, September 23-25, 2020, Proceedings},\n keywords = {WP3},\n pages = {68--83},\n publisher = {Springer},\n series = {Lecture Notes in Computer Science},\n title = {When Nominal Analogical Proportions Do Not Fail},\n url_paper = {https://hal.inria.fr/hal-03122764/file/ct-etal-wuml20.pdf},\n volume = {12322},\n year = {2020}\n}\n\n
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\n \n\n \n \n \n \n \n \n Synthesising Reinforcement Learning Policies Through Set-Valued Inductive Rule Learning.\n \n \n \n \n\n\n \n Coppens, Y.; Steckelmacher, D.; Jonker, C. M.; and Nowé, A.\n\n\n \n\n\n\n In Heintz, F.; Milano, M.; and O'Sullivan, B., editor(s), Trustworthy AI - Integrating Learning, Optimization and Reasoning - First International Workshop, TAILOR 2020, Virtual Event, September 4-5, 2020, Revised Selected Papers, volume 12641, of Lecture Notes in Computer Science, pages 163–179, 2020. Springer\n \n\n\n\n
\n\n\n\n \n \n \"SynthesisingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@inproceedings{DBLP:conf/tailor/CoppensSJN20,\n author = {Youri Coppens and\nDenis Steckelmacher and\nCatholijn M. Jonker and\nAnn Now{\\'{e}}},\n booktitle = {Trustworthy {AI} - Integrating Learning, Optimization and Reasoning\n- First International Workshop, {TAILOR} 2020, Virtual Event, September\n4-5, 2020, Revised Selected Papers},\n doi = {10.1007/978-3-030-73959-1\\_15},\n editor = {Fredrik Heintz and\nMichela Milano and\nBarry O'Sullivan},\n keywords = {WP6},\n pages = {163--179},\n publisher = {Springer},\n series = {Lecture Notes in Computer Science},\n title = {Synthesising Reinforcement Learning Policies Through Set-Valued Inductive\nRule Learning},\n url = {https://doi.org/10.1007/978-3-030-73959-1\\_15},\n volume = {12641},\n year = {2020}\n}\n\n
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\n \n\n \n \n \n \n \n \n Safe Learning and Optimization Techniques: Towards a Survey of the State of the Art.\n \n \n \n \n\n\n \n Kim, Y.; Allmendinger, R.; and López-Ibáñez, M.\n\n\n \n\n\n\n In Trustworthy AI - Integrating Learning, Optimization and Reasoning - First International Workshop, TAILOR 2020, Virtual Event, September 4-5, 2020, Revised Selected Papers, volume 12641, of Lecture Notes in Computer Science, pages 123–139, 2020. Springer\n \n\n\n\n
\n\n\n\n \n \n \"Safe paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n\n\n\n
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@inproceedings{DBLP:conf/tailor/Kim0020,\n author = {Youngmin Kim and\nRichard Allmendinger and\nManuel L{\\'{o}}pez{-}Ib{\\'{a}}{\\~{n}}ez},\n booktitle = {Trustworthy {AI} - Integrating Learning, Optimization and Reasoning\n- First International Workshop, {TAILOR} 2020, Virtual Event, September\n4-5, 2020, Revised Selected Papers},\n doi = {10.1007/978-3-030-73959-1\\_12},\n keywords = {WP7,Outside-Europe},\n pages = {123--139},\n publisher = {Springer},\n series = {Lecture Notes in Computer Science},\n title = {Safe Learning and Optimization Techniques: Towards a Survey of the\nState of the Art},\n url_paper = {https://arxiv.org/abs/2101.09505},\n volume = {12641},\n year = {2020}\n}\n\n
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\n \n\n \n \n \n \n \n \n Value-Alignment Equilibrium in Multiagent Systems.\n \n \n \n \n\n\n \n Montes, N.; and Sierra, C.\n\n\n \n\n\n\n In TAILOR, volume 12641, of Lecture Notes in Computer Science, pages 189–204, 2020. Springer\n \n\n\n\n
\n\n\n\n \n \n \"Value-Alignment paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@inproceedings{DBLP:conf/tailor/MontesS20,\n author = {Nieves Montes and\nCarles Sierra},\n booktitle = {{TAILOR}},\n doi = {10.1007/978-3-030-73959-1\\_17},\n keywords = {WP6},\n pages = {189--204},\n publisher = {Springer},\n series = {Lecture Notes in Computer Science},\n title = {Value-Alignment Equilibrium in Multiagent Systems},\n url_paper = {https://www.iiia.csic.es/media/filer_public/7b/45/7b45cfd9-5ea5-4bd1-ada8-3f131b0fe7a6/montes-sierra2021_chapter_value-alignmentequilibriuminmu.pdf},\n volume = {12641},\n year = {2020}\n}\n\n
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\n \n\n \n \n \n \n \n Efficient Generation of Structured Objects with Constrained Adversarial Networks.\n \n \n \n\n\n \n Di Liello, L.; Ardino, P.; Gobbi, J.; Morettin, P.; Teso, S.; and Passerini, A.\n\n\n \n\n\n\n Advances in Neural Information Processing Systems, 33. 2020.\n \n\n\n\n
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@article{di2020efficient,\n author = { {Di Liello}, Luca and Ardino, Pierfrancesco and Gobbi, Jacopo and Morettin, Paolo and Teso, Stefano and Passerini, Andrea },\n journal = {Advances in Neural Information Processing Systems},\n keywords = {WP4},\n title = {Efficient Generation of Structured Objects with Constrained Adversarial Networks},\n volume = {33},\n year = {2020}\n}\n\n
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\n \n\n \n \n \n \n \n \n Dynamic Algorithm Configuration: Foundation of a New Meta-Algorithmic Framework.\n \n \n \n \n\n\n \n Biedenkapp, A.; Bozkurt, H. F.; Eimer, T.; Hutter, F.; and Lindauer, M.\n\n\n \n\n\n\n In ECAI, volume 325, of Frontiers in Artificial Intelligence and Applications, pages 427–434, 2020. IOS Press\n \n\n\n\n
\n\n\n\n \n \n \"Dynamic paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@inproceedings{ecai2020bbehl,\n author = {Andr{\\'{e}} Biedenkapp and\nH. Furkan Bozkurt and\nTheresa Eimer and\nFrank Hutter and\nMarius Lindauer},\n booktitle = {{ECAI}},\n keywords = {WP7},\n pages = {427--434},\n publisher = {{IOS} Press},\n series = {Frontiers in Artificial Intelligence and Applications},\n title = {Dynamic Algorithm Configuration: Foundation of a New Meta-Algorithmic\nFramework},\n url_paper = {http://ecai2020.eu/papers/1237_paper.pdf},\n volume = {325},\n year = {2020}\n}\n\n
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\n \n\n \n \n \n \n \n An analysis of regularized approaches for constrained machine learning.\n \n \n \n\n\n \n Lombardi, M.; Baldo, F.; Borghesi, A.; and Milano, M.\n\n\n \n\n\n\n In International Workshop on the Foundations of Trustworthy AI Integrating Learning, Optimization and Reasoning, pages 112–119, 2020. Springer\n \n\n\n\n
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@inproceedings{lombardi2020analysis,\n author = {Lombardi, Michele and Baldo, Federico and Borghesi, Andrea and Milano, Michela},\n booktitle = {International Workshop on the Foundations of Trustworthy AI Integrating Learning, Optimization and Reasoning},\n keywords = {WP4,WP7},\n organization = {Springer},\n pages = {112--119},\n title = {An analysis of regularized approaches for constrained machine learning},\n year = {2020}\n}\n\n
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