@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,
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},
title = {Towards a Unified Model for Symbolic Knowledge Extraction with Hypercube-Based Methods},
url = {https://content.iospress.com/articles/intelligenza-artificiale/ia230001},
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,
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
} @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
} @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
} 
0000-0002-6655-3869