Per anno

@article{ndnfl-fgcs2023,
   author = {Agiollo, Andrea and Enkeleda Bardhi and Mauro Conti and Nicolò Dal Fabbro and Riccardo Lazzeretti},
   doi = {10.1016/j.future.2023.11.009},
   issn = {0167-739X},
   journal = {Future Generation Computer Systems},
   keywords = {Anonymous communication, Federated Learning, Named Data Networking, Privacy-preserving},
   pages = {288--303},
   publisher = {Elsevier},
   note = {Special Issue on Federated Learning on the Edge: Challenges and Future Directions},
   title = {Anonymous Federated Learning via Named-Data Networking},
   url = {https://www.sciencedirect.com/science/article/pii/S0167739X23004144},
   volume = 152,
   year = 2024
}

@inproceedings{skidatadegradation-woa2024,
   author = {Rafanelli, Andrea and Magnini, Matteo and Agiollo, Andrea and Ciatto, Giovanni and Omicini, Andrea},
   booktitle = {WOA 2024 -- 25th Workshop ``From Objects to Agents 2024''},
   dblp = {conf/woa/RafanelliMACO24},
   editor = {Alderighi, Marco and Baldoni, Matteo and Baroglio, Cristina and Micalizio, Roberto and Tedeschi, Stefano},
   iris = {11585/975934},
   issn = {1613-0073},
   keywords = {Symbolic Knowledge Injection, Robustness, Neural Networks},
   location = {Bard, AO, Italy},
   month = jul,
   numpages = 13,
   pages = {20--32},
   publisher = {Sun SITE Central Europe, RWTH Aachen University},
   scholar = {9917174396528512749},
   scopus = {2-s2.0-85200118300},
   series = {CEUR Workshop Proceedings},
   subseries = {AIxIA Series},
   title = {An Empirical Study on the Robustness of Knowledge Injection Techniques Against Data Degradation},
   url = {https://ceur-ws.org/Vol-3735/paper_02.pdf},
   urlopenaccess = {https://ceur-ws.org/Vol-3735/paper_02.pdf},
   urlpdf = {https://ceur-ws.org/Vol-3735/paper_02.pdf},
   volume = 3735,
   year = 2024
}

@inproceedings{samis-kdd2024,
   acm = {3671985},
   author = {Agiollo, Andrea and Young In Kim and Khanna, Rajiv},
   dblp = {conf/kdd/AgiolloKK24},
   doi = {10.1145/3637528.3671985},
   journal = {Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD '24), August 25–29, 2024, Barcelona, Spain},
   keywords = {Neural Networks, Data-efficient Learning, Memorization, Flatness},
   month = aug,
   numpages = 12,
   pages = {17--28},
   publisher = {ACM},
   scholar = {8151925308990231563},
   title = {Approximating Memorization Using Loss Surface Geometry for Dataset Pruning and Summarization},
   url = {https://dl.acm.org/doi/10.1145/3637528.3671985},
   urlopenaccess = {https://dl.acm.org/doi/pdf/10.1145/3637528.3671985},
   urlpdf = {https://dl.acm.org/doi/pdf/10.1145/3637528.3671985},
   year = 2024
}

@inproceedings{keynote-fedcsis2023,
   address = {Warsaw, Poland},
   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},
   location = {Warsaw, Poland},
   month = sep,
   numpages = 10,
   pages = {1--10},
   publisher = {Polish Information Processing Society},
   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
}

@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
}

@incollection{skiqs-woa2022,
   author = {Agiollo, Andrea and Rafanelli, Andrea and Omicini, Andrea},
   booktitle = {WOA 2022 -- 23rd Workshop ``From Objects to Agents''},
   dblp = {conf/woa/AgiolloRO22},
   editor = {Ferrando, Angelo and Mascardi, Viviana},
   iris = {11585/899383},
   issn = {1613-0073},
   keywords = {symbolic knowledge injection, quality of service, efficiency, understandability, robustness},
   month = nov,
   numpages = 18,
   pages = {30--47},
   publisher = {Sun SITE Central Europe, RWTH Aachen University},
   scholar = {5478874943780106057},
   scopus = {2-s2.0-85142522311},
   semanticscholar = {253270240},
   series = {CEUR Workshop Proceedings},
   subseries = {AIxIA Series},
   title = {Towards Quality-of-Service Metrics for Symbolic Knowledge Injection},
   url = {http://ceur-ws.org/Vol-3261/paper3.pdf},
   urlopenaccess = {http://ceur-ws.org/Vol-3261/paper3.pdf},
   urlpdf = {http://ceur-ws.org/Vol-3261/paper3.pdf},
   volume = 3261,
   year = 2022
}

@inproceedings{gnn-woa2021,
   articleno = 8,
   author = {Agiollo, Andrea and Ciatto, Giovanni and Omicini, Andrea},
   booktitle = {WOA 2021 -- 22nd Workshop ``From Objects to Agents''},
   dblp = {conf/woa/AgiolloCO21},
   editor = {Calegari, Roberta and Ciatto, Giovanni and Denti, Enrico and Omicini, Andrea and Sartor, Giovanni},
   iris = {11585/834362},
   issn = {1613-0073},
   keywords = {Graph Neural Networks, Machine Learning, Embedding, Computational Logic},
   location = {Bologna, Italy},
   month = oct,
   note = {22nd Workshop ``From Objects to Agents'' (WOA 2021), Bologna, Italy, 1--3~} # sep # {~2021. Proceedings},
   numpages = 18,
   pages = {98--115},
   publisher = {Sun SITE Central Europe, RWTH Aachen University},
   scholar = {817372786663443317},
   scopus = {2-s2.0-85116916925},
   semanticscholar = {238360605},
   series = {CEUR Workshop Proceedings},
   subseries = {AI*IA Series},
   title = {Graph Neural Networks as the Copula Mundi between Logic and Machine Learning: A Roadmap},
   url = {http://ceur-ws.org/Vol-2963/paper18.pdf},
   volume = 2963,
   year = 2021
}