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 }
@incollection{hypercube-woa2022, author = {Sabbatini, Federico and Ciatto, Giovanni and Calegari, Roberta and Omicini, Andrea}, booktitle = {WOA 2022 -- 23rd Workshop ``From Objects to Agents''}, dblp = {conf/woa/SabbatiniCCO22}, editor = {Ferrando, Angelo and Mascardi, Viviana}, iris = {11585/899358}, issn = {1613-0073}, keywords = {Explainable AI; Knowledge extraction; Interpretable prediction; PSyKE}, month = nov, numpages = 13, pages = {48--60}, publisher = {Sun SITE Central Europe, RWTH Aachen University}, scholar = {8614662013642803891}, scopus = {2-s2.0-85142519111}, semanticscholar = {253270041}, series = {CEUR Workshop Proceedings}, subseries = {AIxIA Series}, title = {Hypercube-Based Methods for Symbolic Knowledge Extraction: Towards a Unified Model}, url = {http://ceur-ws.org/Vol-3261/paper4.pdf}, urlopenaccess = {http://ceur-ws.org/Vol-3261/paper4.pdf}, urlpdf = {http://ceur-ws.org/Vol-3261/paper4.pdf}, volume = 3261, year = 2022 }
@inproceedings{cluster-ske-xlokr2022, address = {Haifa, Israel}, author = {Sabbatini, Federico and Calegari, Roberta}, booktitle = {XLoKR 2022 - Third Workshop on Explainable Logic-Based Knowledge Representation}, keywords = {Explainable AI; Symbolic knowledge extraction; Clustering}, month = {July 31}, title = {Clustering-Based Approaches for Symbolic Knowledge Extraction}, url = {https://arxiv.org/abs/2211.00234}, year = 2022 }
@inproceedings{psyke-woa2021, articleno = 3, author = {Sabbatini, Federico and Ciatto, Giovanni and Calegari, Roberta and Omicini, Andrea}, booktitle = {WOA 2021 -- 22nd Workshop ``From Objects to Agents''}, dblp = {conf/woa/SabbatiniCCO21}, editor = {Calegari, Roberta and Ciatto, Giovanni and Denti, Enrico and Omicini, Andrea and Sartor, Giovanni}, iris = {11585/834364}, issn = {1613-0073}, keywords = {explainable AI, knowledge extraction, interpretable prediction, PSyKE}, location = {Bologna, Italy}, month = oct, note = {22nd Workshop ``From Objects to Agents'' (WOA 2021), Bologna, Italy, 1--3~} # sep # {~2021. Proceedings}, numpages = 20, pages = {29--48}, publisher = {Sun SITE Central Europe, RWTH Aachen University}, scholar = {879185583484020388}, scopus = {2-s2.0-85116894019}, series = {CEUR Workshop Proceedings}, subseries = {AI*IA Series}, title = {On the Design of {PSyKE}: A Platform for Symbolic Knowledge Extraction}, url = {http://ceur-ws.org/Vol-2963/paper14.pdf}, volume = 2963, year = 2021 }