Per Year
@inproceedings{exact-kodis2023, address = {Rhodes, Greece}, author = {Sabbatini, Federico and Calegari, Roberta}, booktitle = {Proceedings of the 2nd International Workshop on Knowledge Diversity (KoDis 2023)}, title = {{ExACT} Explainable Clustering: Unravelling the Intricacies of Cluster Formation}, year = 2023 }
@incollection{clustering-extraamas2023, address = {London, UK}, author = {Sabbatini, Federico and Calegari, Roberta}, doi = {10.1007/978-3-031-40877-9}, editor = {Calvaresi, Davide and Najjar, Amro and Omicini, Andrea and Aydoǧan, Reyhan and Carli, Rachele and Ciatto, Giovanni and Mualla, Yazan and Främling, Kary}, isbn = {978-3-031-40877-9}, issn = {0302-9743}, keywords = {Explainable artificial intelligence; Symbolic knowledge extraction; Clustering}, publisher = {Springer}, 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 = {http://link.springer.com/10.1007/978-3-031-40877-9}, volume = 14127, 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 }
@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 }