{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,15]],"date-time":"2026-06-15T22:38:19Z","timestamp":1781563099090,"version":"3.54.5"},"reference-count":24,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,7,2]],"date-time":"2025-07-02T00:00:00Z","timestamp":1751414400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,7,2]],"date-time":"2025-07-02T00:00:00Z","timestamp":1751414400000},"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":[[2025,7,2]]},"DOI":"10.1109\/iscc65549.2025.11325946","type":"proceedings-article","created":{"date-parts":[[2026,1,13]],"date-time":"2026-01-13T20:56:15Z","timestamp":1768337775000},"page":"1-6","source":"Crossref","is-referenced-by-count":1,"title":["Federated Learning of Decision Trees in Cooperative IoT Edge Computing"],"prefix":"10.1109","author":[{"given":"Lucas","family":"Barbosa","sequence":"first","affiliation":[{"name":"Institute of Exact and Natural Sciences, Federal University of Pará,Brazil"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yuri","family":"Santo","sequence":"additional","affiliation":[{"name":"Institute of Exact and Natural Sciences, Federal University of Pará,Brazil"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"J\u00falio","family":"Oliveira","sequence":"additional","affiliation":[{"name":"Institute of Exact and Natural Sciences, Federal University of Pará,Brazil"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Carlos A.","family":"Astudillo","sequence":"additional","affiliation":[{"name":"Institute of Computing, University of Campinas,Brazil"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Weverton","family":"Cordeiro","sequence":"additional","affiliation":[{"name":"Institute of Informatics, Federal University of Rio Grande do Sul,Brazil"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Andr\u00e9","family":"Riker","sequence":"additional","affiliation":[{"name":"Institute of Exact and Natural Sciences, Federal University of Pará,Brazil"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Glaucio H. S.","family":"Carvalho","sequence":"additional","affiliation":[{"name":"Brock University,Faculty of Mathematics & Science,Canada"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3133615"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1002\/dac.5200"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/LCOMM.2023.3294606"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2024.3505838"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2022.3213650"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.011.2000295"},{"key":"ref7","first-page":"1273","article-title":"Communication-efficient learning of deep networks from decentralized data","author":"McMahan","year":"2017","journal-title":"Artificial intelligence and statistics"},{"key":"ref8","article-title":"Adaptive federated optimization","author":"Reddi","year":"2020","journal-title":"arXiv preprint arXiv:2003.00295"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/LES.2022.3207968"},{"key":"ref10","first-page":"507","article-title":"Why do tree-based models still outperform deep learning on typical tabular data?","volume":"35","author":"Grinsztajn","year":"2022","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/FMEC59375.2023.10305887"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3056614"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/SmartGridComm57358.2023.10333968"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/ICPS60393.2023.10428781"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2017.01.083"},{"key":"ref16","article-title":"Fedtree: A federated learning system for trees","volume-title":"Proceedings of Machine Learning and Systems","volume":"5","author":"Li"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/Blockchain50366.2020.00019"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TAI.2024.3433419"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TBDATA.2020.2992755"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/MIS.2021.3082561"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/BigData47090.2019.9006000"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/BigData52589.2021.9671749"},{"key":"ref23","first-page":"135","article-title":"Chapter 4 - understanding your data","author":"Berman","year":"2016"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/b978-0-12-416602-8.00006-6"}],"event":{"name":"2025 IEEE Symposium on Computers and Communications (ISCC)","location":"Bologna, Italy","start":{"date-parts":[[2025,7,2]]},"end":{"date-parts":[[2025,7,5]]}},"container-title":["2025 IEEE Symposium on Computers and Communications (ISCC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11325745\/11324448\/11325946.pdf?arnumber=11325946","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,1,14]],"date-time":"2026-01-14T07:09:56Z","timestamp":1768374596000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11325946\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,7,2]]},"references-count":24,"URL":"https:\/\/doi.org\/10.1109\/iscc65549.2025.11325946","relation":{},"subject":[],"published":{"date-parts":[[2025,7,2]]}}}