Per Year

8 publications without DBLP Key  /  2023  /  Federico Sabbatini
 @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
} 
 @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
} 
8 publications in 2023 without DBLP Key • topindexbottom