Per anno
@inproceedings{gnnforifa-eurosp2023, address = {Los Alamitos, CA, USA}, author = {Agiollo, Andrea and Bardhi, Enkeleda and Conti, Mauro and Lazzeretti, Riccardo and Losiouk, Eleonora and Omicini, Andrea}, booktitle = {2023 IEEE 8th European Symposium on Security and Privacy (EuroS\&P)}, dblp = {conf/eurosp/AgiolloBCLLO23}, doi = {10.1109/EuroSP57164.2023.00043}, ieee = {10190497}, iris = {11585/935157}, isbn = {978-1-6654-6512-0}, location = {Delft, Netherlands}, month = jul, numpages = 16, organization = {IEEE Computer Society}, pages = {615--630}, publisher = {IEEE Computer Society}, scholar = {17982957357366969368}, scopus = {2-s2.0-85168119525}, title = {{GNN4IFA}: Interest Flooding Attack Detection With Graph Neural Networks}, url = {https://www.computer.org/csdl/proceedings-article/eurosp/2023/651200a615}, urlpdf = {https://csdl-downloads.ieeecomputer.org/proceedings/eurosp/2023/6512/00/651200a615.pdf}, wos = {WOS:001046858400034}, year = 2023 }
@article{metabop-ifcolog10, author = {Pisano, Giuseppe and Calegari, Roberta and Omicini, Andrea and Giovanni Sartor}, booktitle = {Special Issue: Advances in Argumentation in AI}, dblp = {journals/flap/PisanoCOS23}, editor = {D'Agostino, Marcello and D'Asaro, Fabio Aurelio and Larese, Costanza}, eissn = {2631-9829}, iris = {11585/926735}, isbn = {978-1-84890-433-0}, issn = {2631-9810}, journal = {Journal of Applied Logics}, keywords = {burdens of persuasion, argumentation, meta-argumentation}, month = may, note = {Special Issue: Advances in Argumentation in AI}, number = 3, numpages = 28, pages = {393--420}, publisher = {College Publications}, scholar = {6899343197318040336}, scopus = {2-s2.0-85160661742}, title = {Burden of Persuasion: A Meta-argumentation Approach}, url = {http://www.collegepublications.co.uk/downloads/ifcolog00059.pdf#page=134}, volume = 10, wos = {WOS:001243893100005}, 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 }
@article{kins-jlc33, author = {Magnini, Matteo and Ciatto, Giovanni and Omicini, Andrea}, dblp = {journals/logcom/MagniniCO23}, doi = {10.1093/logcom/exad037}, eissn = {1465-363X}, iris = {11585/950567}, issn = {0955-792X}, journal = {Journal of Logic and Computation}, keywords = {neural network, expalinable AI, symbolic knowledge injection, KINS, PSyKI}, month = dec, number = 8, numpages = 19, pages = {1832--1850}, publisher = {Oxford University Press}, scholar = {2353304508513748358}, scopus = {2-s2.0-85179896166}, semanticscholar = {266726315}, title = {Knowledge injection of {D}atalog rules via Neural Network Structuring with {KINS}}, url = {https://academic.oup.com/logcom/article/33/8/1832/7190990}, volume = 33, wos = {WOS:001003002200001}, 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 }
@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 }
@article{skiqos-jaamas37, articleno = 27, author = {Agiollo, Andrea and Rafanelli, Andrea and Magnini, Matteo and Ciatto, Giovanni and Omicini, Andrea}, dblp = {journals/aamas/AgiolloRMCO23}, doi = {10.1007/s10458-023-09609-6}, iris = {11585/932553}, issn = {1573-7454}, journal = {Autonomous Agents and Multi-Agent Systems}, keywords = {symbolic knowledge injection, quality of service, efficiency, robustness, PSyKI}, month = jun, number = 2, numpages = 30, pages = {27:1-27:30}, scholar = {6493335879803556297}, scopus = {2-s2.0-85162972232}, semanticscholar = {259234850}, title = {Symbolic Knowledge Injection meets Intelligent Agents: {QoS} metrics and experiments}, url = {https://link.springer.com/10.1007/s10458-023-09609-6}, volume = 37, wos = {WOS:001013184000001}, year = 2023 }
@incollection{cooparg-aixia2022, address = {Cham, Switzerland}, author = {Pisano, Giuseppe and Calegari, Roberta and Omicini, Andrea}, booktitle = {AIxIA 2022 -- Advances in Artificial Intelligence}, chapter = 10, dblp = {conf/aiia/PisanoCO22}, doi = {10.1007/978-3-031-27181-6_10}, editor = {Dovier, Agostino and Montanari, Angelo and Orlandini, Andrea}, eisbn = {978-3-031-27181-6}, institution = {University of Udine}, iris = {11585/926736}, isbn = {978-3-031-27180-9}, issn = {0302-9743}, keywords = {argumentation, arg2p, cooperative argumentation, multi-agent systems, cooperative reasoning}, 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 = {140--153}, publisher = {Springer}, scholar = {611421105673679245}, scopus = {2-s2.0-85151050879}, series = {Lecture Notes in Computer Science}, subseries = {Lecture Notes in Artificial Intelligence}, title = {Multi-Agent Cooperative Argumentation in {Arg\textsf{2}P}}, url = {http://link.springer.com/10.1007/978-3-031-27181-6_10}, volume = 13796, wos = {WOS:000999015100010}, year = 2023 }
@article{amaseditorial-applsci13, articleno = 3027, author = {Mariani, Stefano and Omicini, Andrea}, doi = {10.3390/app13053027}, editor = {Mariani, Stefano and Omicini, Andrea}, eissn = {2076-3417}, iris = {11585/920074}, journal = {Applied Sciences}, keywords = {multi-agent systems; intelligent system engineering; agent-based simulation; machine learning}, month = feb, number = 5, numpages = 4, publisher = {MDPI}, scholar = {243898902811364674}, scopus = {2-s2.0-85149948452}, semanticscholar = {257243494}, title = {Special Issue ``{A}dvances in {M}ulti-{A}gent {S}ystems'': Editorial}, url = {https://www.mdpi.com/2076-3417/13/5/3027}, volume = 13, wos = {WOS:000948146800001}, 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}, scholar = {14814311818144144043}, 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 }
@article{skerecommender-cmbp235, acm = {10.1016/j.cmpb.2023.107536}, articleno = 107536, author = {Magnini, Matteo and Ciatto, Giovanni and Cantürk, Furkan and Aydoǧan, Reyhan and Omicini, Andrea}, dblp = {journals/cmpb/MagniniCCAO23}, doi = {10.1016/j.cmpb.2023.107536}, iris = {11585/923772}, issn = {0169-2607}, journal = {Computer Methods and Programs in Biomedicine}, keywords = {explainable artificial intelligence, symbolic knowledge extraction, recommendation systems, nutrition, neural networks}, month = jun, numpages = 32, pubmed = {37060685}, scholar = {14455392383017605572}, scopus = {2-s2.0-85152230884}, semanticscholar = {261426939}, title = {Symbolic Knowledge Extraction for Explainable Nutritional Recommenders}, url = {https://www.sciencedirect.com/science/article/pii/S0169260723002018}, volume = 235, wos = {000983750400001}, year = 2023 }