Per Year
@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{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 }
@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 }
@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{gnn2gnn-uai2022, author = {Agiollo, Andrea and Omicini, Andrea}, booktitle = {Uncertainty in Artificial Intelligence}, dblp = {conf/uai/AgiolloO22}, editor = {Cussens, James and Zhang, Kun}, iris = {11585/899465}, issn = {2640-3498}, month = aug, note = {Proceedings of the Thirty-Eighth Conference on Uncertainty in Artificial Intelligence, {UAI} 2022, 1-5 August 2022, Eindhoven, The Netherlands}, pages = {32--42}, publisher = {ML Research Press}, scholar = {3643983533846865361}, series = {Proceedings of Machine Learning Research}, title = {{GNN2GNN}: Graph Neural Networks to Generate Neural Networks}, url = {https://proceedings.mlr.press/v180/agiollo22a.html}, urlopenaccess = {https://proceedings.mlr.press/v180/agiollo22a/agiollo22a.pdf}, volume = 180, 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 }