{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,20]],"date-time":"2026-06-20T17:36:59Z","timestamp":1781977019873,"version":"3.54.5"},"reference-count":44,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,6,30]],"date-time":"2025-06-30T00:00:00Z","timestamp":1751241600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,6,30]],"date-time":"2025-06-30T00:00:00Z","timestamp":1751241600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,6,30]]},"DOI":"10.1109\/ijcnn64981.2025.11228400","type":"proceedings-article","created":{"date-parts":[[2025,11,14]],"date-time":"2025-11-14T18:46:15Z","timestamp":1763145975000},"page":"1-8","source":"Crossref","is-referenced-by-count":1,"title":["Sparse Self-Federated Learning for Energy Efficient Cooperative Intelligence in Society 5.0"],"prefix":"10.1109","author":[{"given":"Davide","family":"Domini","sequence":"first","affiliation":[{"name":"University of Bologna,Cesena,Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Laura","family":"Erhan","sequence":"additional","affiliation":[{"name":"Free University of Bozen,Bolzano,Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Gianluca","family":"Aguzzi","sequence":"additional","affiliation":[{"name":"University of Bologna,Cesena,Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Lucia","family":"Cavallaro","sequence":"additional","affiliation":[{"name":"Radboud University,Nijmegen,the Netherlands"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Amirhossein Douzandeh","family":"Zenoozi","sequence":"additional","affiliation":[{"name":"Free University of Bozen,Bolzano,Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Antonio","family":"Liotta","sequence":"additional","affiliation":[{"name":"Free University of Bozen,Bolzano,Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Mirko","family":"Viroli","sequence":"additional","affiliation":[{"name":"University of Bologna,Cesena,Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","first-page":"1","article-title":"What is society 5.0","volume":"5","author":"Deguchi","year":"2020","journal-title":"Society"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v37i13.26791"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/tit.2022.3192506"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/tbdata.2022.3222971"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/jiot.2022.3145865"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/acsos-c63493.2024.00049"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.jpdc.2020.10.006"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/acsos61780.2024.00033"},{"key":"ref9","first-page":"1273","article-title":"Communication-efficient learning of deep networks from decentralized data","volume-title":"Proceedings of the 20th International conference on Artificial Intelligence and Statistics, AISTATS 2017, 20 - 22 April 2017","volume":"54","author":"McMahan"},{"key":"ref10","article-title":"Federated learning of deep networks using model averaging","volume-title":"CoRR","author":"McMahan","year":"2016"},{"key":"ref11","first-page":"5526","article-title":"Personalized federated learning for cross-city traffic prediction","volume-title":"Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, IJCAI 2024, Jeju, South Korea, August 3 - 9, 2024","author":"Zhang"},{"key":"ref12","article-title":"A survey on federated learning in intelligent transportation systems","volume-title":"CoRR","author":"Zhang","year":"2024"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/jiot.2021.3095077"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/icde53745.2022.00077"},{"key":"ref15","first-page":"7","volume-title":"Federated Learning for Resource-Constrained IoT Devices: Panoramas and State of the Art","author":"Imteaj","year":"2023"},{"key":"ref16","article-title":"Federated optimization in heterogeneous networks","volume-title":"Proceedings of the Third Conference on Machine Learning and Systems, MLSys 2020, Austin, TX, USA, March 2 - 4, 2020","author":"Li"},{"key":"ref17","first-page":"5132","article-title":"SCAFFOLD: stochastic controlled averaging for federated learning","volume-title":"Proceedings of the 37th International conference on Machine Learning, ICML 2020, 13 - 18 July 2020, Virtual Event","volume":"119","author":"Karimireddy"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.3233\/faia230421"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/B978-0-32-385787-1.00022-1"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/3672608.3707923"},{"key":"ref21","first-page":"56","article-title":"Field-based coordination for federated learning","volume-title":"Coordination Models and Languages - 26th IFIP WG 6.1 International Conference, COORDINATION 2024, Held as Part of the 19th International Federated Conference on Distributed Computing Techniques, DisCoTec 2024, Groningen, The Netherlands, June 17 - 21, 2024, Proceedings","volume":"14676","author":"Domini"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2019.2946140"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2021.07.045"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-78049-3_10"},{"key":"ref25","first-page":"110671","article-title":"Resprune: An energy-efficient restorative filter pruning method using stochastic optimization for accelerating cnn","volume-title":"Pattern Recognition","volume":"155","author":"Jayasimhan","year":"2024"},{"key":"ref26","doi-asserted-by":"crossref","DOI":"10.3233\/FAIA240799","article-title":"Unveiling the power of sparse neural networks for feature selection","author":"Atashgahi","year":"2024"},{"key":"ref27","article-title":"Quantizing deep convolutional networks for efficient inference: A whitepaper","author":"Krishnamoorthi","year":"2018"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/mc.2015.261"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1145\/3579353"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/mprv.2004.1316820"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1145\/3285956"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-92408-3_1"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1145\/3177774"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1145\/3105758"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-22397-7_11"},{"key":"ref36","article-title":"FBFL: A field-based coordination approach for data heterogeneity in federated learning","volume-title":"CoRR","author":"Domini","year":"2025"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.scico.2024.103176"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/acsos58161.2023.00021"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-018-04316-3"},{"key":"ref40","article-title":"Mnist handwritten digit database","author":"LeCun","year":"2010"},{"key":"ref41","article-title":"Cifar-10 (canadian institute for advanced research)","author":"Krizhevsky"},{"key":"ref42","article-title":"Flower: A friendly federated learning research framework","volume-title":"CoRR","author":"Beutel","year":"2020"},{"key":"ref43","article-title":"Profed: a benchmark for proximity-based non-iid federated learning","volume-title":"CoRR","author":"Domini","year":"2025"},{"key":"ref44","article-title":"Pyjoules: Python library that measures python code snippets","author":"Belgaid","year":"2019"}],"event":{"name":"2025 International Joint Conference on Neural Networks (IJCNN)","location":"Rome, Italy","start":{"date-parts":[[2025,6,30]]},"end":{"date-parts":[[2025,7,5]]}},"container-title":["2025 International Joint Conference on Neural Networks (IJCNN)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11227166\/11227148\/11228400.pdf?arnumber=11228400","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,11,15]],"date-time":"2025-11-15T07:27:12Z","timestamp":1763191632000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11228400\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,6,30]]},"references-count":44,"URL":"https:\/\/doi.org\/10.1109\/ijcnn64981.2025.11228400","relation":{},"subject":[],"published":{"date-parts":[[2025,6,30]]}}}