@article{sicilc22-jlc33,
author = {Calegari, Roberta and Ciatto, Giovanni and Omicini, Andrea},
editor = {Calegari, Roberta and Ciatto, Giovanni and Omicini, Andrea},
eissn = {1465-363X},
issn = {0955-792X},
journal = {Journal of Logic and Computation},
month = dec,
number = 8,
numpages = 187,
pages = {1711--1897},
publisher = {Oxford University Press},
title = {Special Issue ``{C}omputational Logic on {P}rolog's 50th Anniversary: Highlights from {CILC 2022}''},
url = {https://academic.oup.com/logcom/issue/33/8#1795054-7190756},
volume = 33,
year = 2023
} @inproceedings{keynote-fedcsis2023,
author = {Agiollo, Andrea and Omicini, Andrea},
booktitle = {Proceedings of the 18th Conference on Computer Science and Intelligence Systems},
dblp = {conf/fedcsis/AgiolloO23},
doi = {10.15439/2023F6019},
editor = {Maria Ganzha and Leszek Maciaszek and Marcin Paprzycki and Dominik Ślęzak},
eisbn = {978-83-967447-8-4},
ieee = {10305942},
iris = {11585/951750},
isbn = {978-83-969601-0-8},
isbn13 = {978-83-967447-9-1},
issn = {2300-5963},
month = sep,
numpages = 10,
pages = {1--10},
scholar = {4358274351024166022},
scopus = {2-s2.0-85179180821},
series = {Annals of Computer Sciences and Information Systems},
title = {Measuring Trustworthiness in Neuro-Symbolic Integration},
url = {https://annals-csis.org/Volume_35/drp/6019.html},
urlopenaccess = {https://annals-csis.org/Volume_35/drp/pdf/6019.pdf},
urlpdf = {https://annals-csis.org/Volume_35/drp/pdf/6019.pdf},
volume = 35,
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
} @inproceedings{abdsemimgsegm-aixia2022,
address = {Aachen, Germany},
author = {Rafanelli, Andrea and Stefania Costantini and Omicini, Andrea},
booktitle = {AIxIA 2022 Discussion Papers},
chapter = 9,
dblp = {conf/aiia/RafanelliCO22},
editor = {Dovier, Agostino and Montanari, Angelo and Orlandini, Andrea},
iris = {11585/933658},
issn = {1613-0073},
keywords = {neuro-symbolic, abductive reasoning, semantic segmentation, XAI},
location = {Udine, Italy},
month = jun,
note = {Proceedings of the Discussion Papers -- 22nd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2022 DP), co-located with 22nd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2022) -- Udine, Italy, November 28--December 2, 2022},
numpages = 10,
pages = {75--84},
publisher = {Sun SITE Central Europe, RWTH Aachen University},
scholar = {4710138681206481431},
scopus = {2-s2.0-85164192487},
series = {CEUR Workshop Proceedings},
subseries = {AIxIA Series},
title = {Position Paper: On the Role of Abductive Reasoning in Semantic Image Segmentation},
url = {https://ceur-ws.org/Vol-3419/paper9.pdf},
urlopenaccess = {https://ceur-ws.org/Vol-3419/paper9.pdf},
urlpdf = {https://ceur-ws.org/Vol-3419/paper9.pdf},
volume = 3419,
year = 2023
} @incollection{explanationprotocol-extraamas2023,
author = {Ciatto, Giovanni and Magnini, Matteo and Bezcu, Berk and Aydoǧan, Reyhan and Omicini, Andrea},
booktitle = {Explainable and Transparent {AI} and Multi-Agent Systems},
chapter = 3,
dblp = {conf/extraamas/CiattoMBAO23},
doi = {10.1007/978-3-031-40878-6_3},
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 = {11585/940656},
isbn = {978-3-031-40878-6},
issn = {0302-9743},
keywords = {XAI, Recommender Systems, Multi-agent systems, Explanation protocols},
month = sep,
numpages = 22,
pages = {38--58},
publisher = {Springer},
scholar = {5371175139312621961},
scopus = {2-s2.0-85172214167},
semanticscholar = {261894587},
series = {Lecture Notes in Computer Science},
subseries = {Lecture Notes in Artificial Intelligence},
title = {A General-Purpose Protocol for Multi-Agent based Explanations},
url = {http://link.springer.com/10.1007/978-3-031-40878-6_3},
volume = 14127,
year = 2023
} @inproceedings{ctl-aixia2022,
address = {Aachen, Germany},
author = {Magnini, Matteo and Ciatto, Giovanni and Omicini, Andrea},
booktitle = {AIxIA 2022 Discussion Papers},
chapter = 2,
dblp = {conf/aiia/MagniniCO22},
editor = {Dovier, Agostino and Montanari, Angelo and Orlandini, Andrea},
iris = {11585/933657},
issn = {1613-0073},
keywords = {transfer learning; multi-agent systems; artificial general intelligence; symbolic knowledge extraction; symbolic knowledge injection},
location = {Udine, Italy},
month = jun,
note = {Proceedings of the Discussion Papers -- 21st International Conference of the Italian Association for Artificial Intelligence (AIxIA 2022 DP), co-located with 21st International Conference of the Italian Association for Artificial Intelligence (AIxIA 2022) -- Udine, Italy, November 28--December 2, 2022},
numpages = 11,
pages = {12--22},
publisher = {Sun SITE Central Europe, RWTH Aachen University},
scholar = {13606448051050829166},
scopus = {2-s2.0-85164132302},
series = {CEUR Workshop Proceedings},
subseries = {AIxIA Series},
title = {Bridging Symbolic and Sub-Symbolic {AI}: Towards Cooperative Transfer Learning in Multi-Agent Systems},
url = {https://ceur-ws.org/Vol-3419/paper2.pdf},
urlopenaccess = {https://ceur-ws.org/Vol-3419/paper2.pdf},
urlpdf = {https://ceur-ws.org/Vol-3419/paper2.pdf},
volume = 3419,
year = 2023
} @article{siamas-applsci13,
author = {Omicini, Andrea and Mariani, Stefano},
editor = {Omicini, Andrea and Mariani, Stefano},
eissn = {2076-3417},
journal = {Applied Sciences},
number = 5,
publisher = {MDPI},
title = {Special Issue ``{A}dvances in {M}ulti-{A}gent {S}ystems''},
url = {https://www.mdpi.com/journal/applsci/special_issues/Advances_in_Multi-Agent_Systems},
volume = 13,
year = 2023
} @incollection{preface-extraamas2023,
author = {Calvaresi, Davide and Omicini, Andrea and Najjar, Amro and Främling, Kary},
booktitle = {Explainable and Transparent AI and Multi-Agent Systems},
editor = {Calvaresi, Davide and Najjar, Amro and Omicini, Andrea and Aydoǧan, Reyhan and Carli, Rachele and Ciatto, Giovanni and Mualla, Yazan and Främling, Kary},
eissn = {1611-3349},
iris = {11585/940744},
isbn = {978-3-031-40878-6},
issn = {0302-9743},
month = sep,
pages = {VI},
publisher = {Springer},
scopus = {2-s2.0-85172220251},
series = {Lecture Notes in Computer Science},
subseries = {Lecture Notes in Artificial Intelligence},
title = {Preface},
url = {https://link.springer.com/content/pdf/bfm:978-3-031-40878-6/1},
volume = 14127,
year = 2023
} @inproceedings{prfl-woa2023,
author = {Passeri, Mattia and Agiollo, Andrea and Omicini, Andrea},
booktitle = {WOA 2023 -- 24th Workshop ``From Objects to Agents''},
dblp = {conf/woa/PasseriAO23},
editor = {Falcone, Rino and Castelfranchi, Cristiano and Sapienza, Alessandro and Cantucci, Filippo},
iris = {11585/950373},
issn = {1613-0073},
keywords = {Federated Learning; non-IID data; Peer-review},
month = nov,
numpages = 17,
pages = {49--65},
publisher = {Sun SITE Central Europe, RWTH Aachen University},
scholar = {7461839519241304430},
scopus = {2-s2.0-85179627285},
series = {CEUR Workshop Proceedings},
subseries = {AIxIA Series},
title = {Peer-Reviewed Federated Learning},
url = {https://ceur-ws.org/Vol-3579/paper4.pdf},
urlopenaccess = {https://ceur-ws.org/Vol-3579/paper4.pdf},
urlpdf = {https://ceur-ws.org/Vol-3579/paper4.pdf},
volume = 3579,
year = 2023
} @incollection{quarrel-extraamas2023,
apice = {QuarrelExtraamas2023},
author = {Agiollo, Andrea and Siebert, Luciano C. and Murukannaiah, Pradeep K. and Omicini, Andrea},
booktitle = {Explainable and Transparent {AI} and Multi-Agent Systems},
chapter = 6,
dblp = {conf/extraamas/AgiolloSMO23},
doi = {10.1007/978-3-031-40878-6_6},
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 = {11585/940734},
isbn = {978-3-031-40878-6},
issn = {0302-9743},
keywords = {Natural Language Processing, Moral Values Classification, eXplainable Artificial Intelligence, Local Post-hoc Explanations.},
month = sep,
numpages = 19,
pages = {97--115},
publisher = {Springer},
scholar = {16243619767560534499},
scopus = {2-s2.0-85172189313},
series = {Lecture Notes in Computer Science},
subseries = {Lecture Notes in Artificial Intelligence},
title = {The Quarrel of Local Post-hoc Explainers for Moral Values Classification in Natural Language Processing},
url = {http://link.springer.com/10.1007/978-3-031-40878-6_6},
urlpdf = {https://link.springer.com/content/pdf/10.1007/978-3-031-40878-6_6.pdf},
volume = 14127,
year = 2023
} @proceedings{extraamas2023,
dblp = {conf/extraamas/2023},
doi = {10.1007/978-3-031-40878-6},
editor = {Calvaresi, Davide and Najjar, Amro and Omicini, Andrea and Aydoǧan, Reyhan and Carli, Rachele and Ciatto, Giovanni and Mualla, Yazan and Främling, Kary},
eissn = {1611-3349},
iris = {11585/940742},
isbn = {978-3-031-40878-6},
issn = {0302-9743},
month = sep,
pages = {XII, 281},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
subseries = {Lecture Notes in Artificial Intelligence},
subtitle = {5th International Workshop, EXTRAAMAS 2023. London, UK, May 29, 2023. Revised Selected Papers},
title = {Explainable and Transparent {AI} and Multi-Agent Systems},
url = {http://link.springer.com/10.1007/978-3-031-40878-6},
urlpdf = {https://link.springer.com/content/pdf/10.1007/978-3-031-40878-6.pdf},
volume = 14127,
year = 2023
} 
0000-0002-6655-3869