{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,7]],"date-time":"2025-10-07T08:38:44Z","timestamp":1759826324481,"version":"3.37.3"},"reference-count":44,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"11","license":[{"start":{"date-parts":[[2023,11,1]],"date-time":"2023-11-01T00:00:00Z","timestamp":1698796800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2023,11,1]],"date-time":"2023-11-01T00:00:00Z","timestamp":1698796800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,11,1]],"date-time":"2023-11-01T00:00:00Z","timestamp":1698796800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["U20B2046"],"award-info":[{"award-number":["U20B2046"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Guangdong Province Key Area Research and Development Program of China","award":["2019B010137004"],"award-info":[{"award-number":["2019B010137004"]}]},{"name":"Guangdong Province Universities and Colleges Pearl River Scholar Funded Scheme"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Intell. Transport. Syst."],"published-print":{"date-parts":[[2023,11]]},"DOI":"10.1109\/tits.2022.3186630","type":"journal-article","created":{"date-parts":[[2022,7,12]],"date-time":"2022-07-12T19:27:03Z","timestamp":1657654023000},"page":"13123-13132","source":"Crossref","is-referenced-by-count":11,"title":["Evaluation Mechanism for Decentralized Collaborative Pattern Learning in Heterogeneous Vehicular Networks"],"prefix":"10.1109","volume":"24","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-2887-5549","authenticated-orcid":false,"given":"Cheng","family":"Qiao","sequence":"first","affiliation":[{"name":"Cyberspace Institute of Advanced Technology, Guangzhou University, Guangzhou, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4202-7802","authenticated-orcid":false,"given":"Jing","family":"Qiu","sequence":"additional","affiliation":[{"name":"Cyberspace Institute of Advanced Technology, Guangzhou University, Guangzhou, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5420-2554","authenticated-orcid":false,"given":"Zhiyuan","family":"Tan","sequence":"additional","affiliation":[{"name":"School of Computing, Edinburgh Napier University, Edinburgh, U.K"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1395-7314","authenticated-orcid":false,"given":"Geyong","family":"Min","sequence":"additional","affiliation":[{"name":"High Performance Computing and Networking Group, University of Exeter, Exeter, U.K"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3090-1059","authenticated-orcid":false,"given":"Albert Y.","family":"Zomaya","sequence":"additional","affiliation":[{"name":"School of Computer Science, The University of Sydney, Sydney, NSW, Australia"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9409-5359","authenticated-orcid":false,"given":"Zhihong","family":"Tian","sequence":"additional","affiliation":[{"name":"Cyberspace Institute of Advanced Technology, Guangzhou University, Guangzhou, China"}]}],"member":"263","reference":[{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2021.3055679"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2020.3024266"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2018.01.016"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/ISIT.2010.5513273"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.3846\/16484142.2014.994225"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2020.2970610"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/ICDCS.2018.00111"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/I2C2.2017.8321775"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2021.106775"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2022.3172139"},{"key":"ref11","article-title":"Decentralized collaborative learning of personalized models over networks","author":"vanhaesebrouck","year":"2017","journal-title":"Proc AISTATS"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2020.2975210"},{"key":"ref10","first-page":"1223","article-title":"Large scale distributed deep networks","volume":"1","author":"dean","year":"2012","journal-title":"Proc 25th NIPS"},{"key":"ref32","article-title":"The Internet of Federated Things (IoFT): A vision for the future and in-depth survey of data-driven approaches for federated learning","author":"kontar","year":"2021","journal-title":"arXiv 2111 05326"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/MVT.2017.2670018"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.23919\/SoftCOM50211.2020.9238171"},{"key":"ref17","first-page":"2591","article-title":"Distributed balanced clustering via mapping coresets","volume":"2","author":"bateni","year":"2014","journal-title":"Proc 27th Int Conf Neural Inf Process Syst (NIPS)"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2015.2494017"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.sbspro.2014.12.227"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2018.2828025"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-47426-3_27"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/3219819.3219973"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2020.2975749"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.jpdc.2012.09.009"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1002\/cpe.3485"},{"key":"ref25","article-title":"Federated optimization: Distributed machine learning for on-device intelligence","author":"konecn\u00fd","year":"2016","journal-title":"arXiv 1610 02527"},{"key":"ref20","first-page":"2611","article-title":"Heterogeneity for the win: One-shot federated clustering","author":"dennis","year":"2021","journal-title":"Proc ICML"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1016\/S1570-6672(11)60232-8"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1080\/13658816.2014.955027"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1080\/17445760.2018.1446210"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1007\/s10472-006-9033-2"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2021.3119550"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1023\/A:1026543900054"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1038\/s41591-018-0272-7"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2022.3167485"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.001.1900461"},{"article-title":"Artificial intelligence and machine learning: Current applications in real estate","year":"2018","author":"conway","key":"ref8"},{"journal-title":"Data Sharing Key for AI in Agriculture","year":"2019","author":"claver","key":"ref7"},{"journal-title":"Ocean protocol A decentralized substrate for ai data & services","year":"2019","key":"ref9"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2016.2529723"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3099028"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-28183-4_1"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2017.2778939"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1016\/j.vehcom.2019.100182"}],"container-title":["IEEE Transactions on Intelligent Transportation Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6979\/10304348\/09827983.pdf?arnumber=9827983","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,11,27]],"date-time":"2023-11-27T20:12:24Z","timestamp":1701115944000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9827983\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,11]]},"references-count":44,"journal-issue":{"issue":"11"},"URL":"https:\/\/doi.org\/10.1109\/tits.2022.3186630","relation":{},"ISSN":["1524-9050","1558-0016"],"issn-type":[{"type":"print","value":"1524-9050"},{"type":"electronic","value":"1558-0016"}],"subject":[],"published":{"date-parts":[[2023,11]]}}}