Per anno
@inproceedings{exact-kodis2023, address = {Rhodes, Greece}, author = {Sabbatini, Federico and Calegari, Roberta}, booktitle = {Proceedings of the 2nd International Workshop on Knowledge Diversity (KoDis 2023)}, iris = {11585/962330}, keywords = {Explainable clustering, Explainable artificial intelligence, PSyKE}, pages = {3:1--3:8}, scopus = {2-s2.0-85178369832}, series = {CEUR Workshop Proceedings}, title = {{ExACT} Explainable Clustering: Unravelling the Intricacies of Cluster Formation}, url = {https://ceur-ws.org/Vol-3548/paper3.pdf}, urlopenaccess = {https://ceur-ws.org/Vol-3548/paper3.pdf}, urlpdf = {https://ceur-ws.org/Vol-3548/paper3.pdf}, year = 2023 }
@article{hypercubeske-ia17, author = {Sabbatini, Federico and Ciatto, Giovanni and Calegari, Roberta and Omicini, Andrea}, dblp = {journals/ia/SabbatiniCCO23}, doi = {10.3233/IA-230001}, editor = {Ferrando, Angelo and Mascardi, Viviana}, iris = {11585/941033}, journal = {Intelligenza Artificiale}, keywords = {explainable AI, knowledge extraction, interpretable prediction, PSyKE}, month = jun, note = {Special issue: Selected papers from the 23rd Workshop ``From Objects to Agents'' (WOA 2022)}, number = 1, numpages = 13, pages = {63--75}, publisher = {IOS Press}, scholar = {14669296704428238758}, scopus = {2-s2.0-85168332389}, semanticscholar = {259324728}, title = {Towards a Unified Model for Symbolic Knowledge Extraction with Hypercube-Based Methods}, url = {https://content.iospress.com/articles/intelligenza-artificiale/ia230001}, urlopenaccess = {https://cris.unibo.it/retrieve/3a2a510e-9dc5-4b07-b3f7-398cf2f21419/ia-2023-psyke.pdf}, volume = 17, year = 2023 }
@incollection{clustering-extraamas2023, address = {London, UK}, author = {Sabbatini, Federico and Calegari, Roberta}, booktitle = {Explainable and Transparent AI and Multi-Agent Systems}, doi = {10.1007/978-3-031-40878-6_7}, editor = {Calvaresi, Davide and Najjar, Amro and Omicini, Andrea and Aydoǧan, Reyhan and Carli, Rachele and Ciatto, Giovanni and Mualla, Yazan and Främling, Kary}, iris = {11585/962326}, isbn = {978-3-031-40877-9}, issn = {0302-9743}, keywords = {Explainable artificial intelligence; Symbolic knowledge extraction; Clustering}, pages = {116--129}, publisher = {Springer}, scopus = {2-s2.0-85172259054}, series = {Lecture Notes in Computer Science}, subseries = {Lecture Notes in Artificial Intelligence}, title = {Bottom-Up and Top-Down Workflows for Hypercube- and Clustering-based Knowledge Extractors}, url = {https://link.springer.com/10.1007/978-3-031-40878-6_7}, volume = 14127, year = 2023 }
@inproceedings{completeness-ximl2023, author = {Sabbatini, Federico and Calegari, Roberta}, booktitle = {Artificial Intelligence. {ECAI} 2023 International Workshops -- {XAI}{\({^3}\)}, {TACTIFUL}, {XI-ML}, {SEDAMI}, {RAAIT}, {AI4S}, {HYDRA}, {AI4AI}, Krak{\'{o}}w, Poland, September 30 -- October 4, 2023, Proceedings, Part {I}}, doi = {10.1007/978-3-031-50396-2_10}, editor = {Nowaczyk, Slawomir and Biecek, Przemyslaw and Chung, Neo Christopher and Vallati, Mauro and Skruch, Pawel and Jaworek{-}Korjakowska, Joanna and Parkinson, Simon and Nikitas, Alexandros and Atzmüller, Martin and Kliegr, Tomás and others}, iris = {11585/962344}, keywords = {Symbolic knowledge extraction, Explainable artificial intelligence, PSyKE}, pages = {179--197}, publisher = {Springer}, scopus = {2-s2.0-85184090360}, series = {Communications in Computer and Information Science}, title = {Achieving Complete Coverage with Hypercube-Based Symbolic Knowledge-Extraction Techniques}, url = {https://link.springer.com/10.1007/978-3-031-50396-2_10}, urlopenaccess = {https://link.springer.com/10.1007/978-3-031-50396-2_10}, volume = 1947, year = 2023 }
@inproceedings{cream-kr2023, address = {Rhodes, Greece}, author = {Sabbatini, Federico and Calegari, Roberta}, booktitle = {20th International Conference on Principles of Knowledge Representation and Reasoning}, doi = {10.24963/kr.2023/58}, editor = {Pierre Marquis and Tran Cao Son and Gabriele Kern-Isberner}, iris = {11585/893144}, isbn = {978-1-956792-02-7}, issn = {2334-1033}, keywords = {Explainable AI, Applications that combine KR with machine learning, Integrating knowledge representation and machine learning, KR and machine learning, inductive logic programming, knowledge acquisition}, month = aug, pages = {593--603}, publisher = {IJCAI Organization}, scopus = {2-s2.0-85176733868}, title = {Explainable Clustering with {CREAM}}, url = {https://proceedings.kr.org/2023/58/}, urlpdf = {https://proceedings.kr.org/2023/58/kr2023-0058-sabbatini-et-al.pdf}, year = 2023 }
@inproceedings{creepy-beware2023, address = {Rome, Italy}, author = {Sabbatini, Federico and Calegari, Roberta}, booktitle = {Proceedings of the 2nd Workshop on Bias, Ethical AI, Explainability and the Role of Logic and Logic Programming (BEWARE 2023)}, title = {Unveiling Opaque Predictors via Explainable Clustering: The {CReEPy} Algorithm}, year = 2023 }
@incollection{psyketrust-aixia2022, address = {Cham, Switzerland}, author = {Calegari, Roberta and Federico, Sabbatini}, booktitle = {AIxIA 2022}, doi = {10.1007/978-3-031-27181-6_1}, editor = {Dovier, Agostino and Montanari, Angelo and Orlandini, Andrea}, eisbn = {978-3-031-27181-6}, institution = {University of Udine}, isbn = {978-3-031-27180-9}, issn = {0302-9743}, location = {Udine, Italy}, month = mar, note = {XXI International Conference of the Italian Association for Artificial Intelligence, AIxIA 2022, Udine, Italy, November 28 -- December 2, 2022, Proceedings}, numpages = 14, pages = {3--16}, publisher = {Springer}, series = {Lecture Notes in Computer Science}, subseries = {Lecture Notes in Artificial Intelligence}, title = {The {PSyKE} Technology for Trustworthy Artificial Intelligence}, url = {https://doi.org/10.1007/978-3-031-27181-6_1}, volume = 13796, year = 2023 }
@inproceedings{explainableclustering-woa2023, author = {Sabbatini, Federico and Calegari, Roberta}, booktitle = {WOA 2023 -- 24th Workshop ``From Objects to Agents''}, editor = {Rino Falcone and Cristiano Castelfranchi and Alessandro Sapienza and Filippo Cantucci}, iris = {11585/952626}, issn = {1613-0073}, keywords = {Explainable clustering, Explainable artificial intelligence, Symbolic knowledge extraction, PSyKE}, month = nov, numpages = 14, pages = {232--245}, publisher = {Sun SITE Central Europe, RWTH Aachen University}, scopus = {2-s2.0-85179624285}, series = {CEUR Workshop Proceedings}, subseries = {AIxIA Series}, title = {Unlocking Insights and Trust: The Value of Explainable Clustering Algorithms for Cognitive Agents}, url = {https://ceur-ws.org/Vol-3579/paper18.pdf}, urlopenaccess = {https://ceur-ws.org/Vol-3579/paper18.pdf}, urlpdf = {https://ceur-ws.org/Vol-3579/paper18.pdf}, volume = 3579, year = 2023 }
@inproceedings{fire-ecai2023, address = {Krakov, Poland}, author = {Sabbatini, Federico and Calegari, Roberta}, booktitle = {Proceedings of the 26th European Conference on Artificial Intelligence (ECAI 2023)}, doi = {10.3233/FAIA230496}, eissn = {978-1-64368-437-6 }, iris = {11585/952617}, pages = {2033--2040}, editor = {Kobi Gal and Ann Nowé and Grzegorz J. Nalepa and Roy Fairstein and Roxana Rădulescu}, scopus = {2-s2.0-85175827763}, series = {Frontiers in Artificial Intelligence and Applications}, subseries = {ECAI 2023}, title = {Symbolic Knowledge-Extraction Evaluation Metrics: The {FiRe} Score}, url = {https://ebooks.iospress.nl/doi/10.3233/FAIA230496}, volume = 372, year = 2023 }