Per Year
@inproceedings{vicinity-ximl2023, address = {Krakov, Poland}, author = {Sabbatini, Federico and Calegari, Roberta}, booktitle = {Proceedings of the 3rd International Workshop on Explainable and Interpretable Machine Learning (XI-ML 2023)}, title = {Achieving Complete Coverage with Hypercube-Based Symbolic Knowledge-Extraction Techniques}, 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}, title = {Towards a Unified Model for Symbolic Knowledge Extraction with Hypercube-Based Methods}, url = {https://content.iospress.com/articles/intelligenza-artificiale/ia230001}, volume = 17, 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 }
@article{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{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 }