Per Year

 @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
} 

 @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
}