{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,21]],"date-time":"2026-02-21T19:35:52Z","timestamp":1771702552427,"version":"3.50.1"},"reference-count":18,"publisher":"IEEE","license":[{"start":{"date-parts":[[2021,12,1]],"date-time":"2021-12-01T00:00:00Z","timestamp":1638316800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,12,1]],"date-time":"2021-12-01T00:00:00Z","timestamp":1638316800000},"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":[[2021,12]]},"DOI":"10.1109\/globecom46510.2021.9685083","type":"proceedings-article","created":{"date-parts":[[2022,2,2]],"date-time":"2022-02-02T21:59:04Z","timestamp":1643839144000},"page":"1-6","source":"Crossref","is-referenced-by-count":30,"title":["Concept Drift Detection in Federated Networked Systems"],"prefix":"10.1109","author":[{"given":"Dimitrios Michael","family":"Manias","sequence":"first","affiliation":[{"name":"Western University,ECE Department,London,ON,Canada"}]},{"given":"Ibrahim","family":"Shaer","sequence":"additional","affiliation":[{"name":"Western University,ECE Department,London,ON,Canada"}]},{"given":"Li","family":"Yang","sequence":"additional","affiliation":[{"name":"Western University,ECE Department,London,ON,Canada"}]},{"given":"Abdallah","family":"Shami","sequence":"additional","affiliation":[{"name":"Western University,ECE Department,London,ON,Canada"}]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2011.2160459"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/1148170.1148216"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.011.2000373"},{"key":"ref13","article-title":"Federated Learning in Vehicular Networks","author":"elbir","year":"2020","journal-title":"ArXiv"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.001.1900649"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/OJCS.2020.2992630"},{"key":"ref16","first-page":"1273","article-title":"Communication-efficient learning of deep networks from decentralized data","author":"mcmahan","year":"0","journal-title":"Proc 20th Int Conf Artificial Intelligence and Statistics"},{"key":"ref17","author":"lecun","year":"2010","journal-title":"MNIST Handwritten Digit Database"},{"key":"ref18","article-title":"Federated learning: Strategies for improving Communication efficiency","author":"kone?n\u00fd","year":"2016","journal-title":"ArXiv"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.011.2000552"},{"key":"ref3","first-page":"1","article-title":"PWPAE: An Ensemble Frame-work for Concept Drift Adaptation in IoT Data Streams","author":"yang","year":"0","journal-title":"IEEE Global Communications Conference (Globecom)"},{"key":"ref6","first-page":"286","article-title":"Learning with drift detection","author":"gama","year":"0","journal-title":"Proc Seventh Brazilian Symp Artificial Intelligence"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ICC40277.2020.9148960"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2017.2775225"},{"key":"ref7","first-page":"77","article-title":"Early Drift Detection Method","author":"baena-garca","year":"0","journal-title":"Proc Fourth ECML PKDD Int'l Workshop Knowledge Discovery from Data Streams"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/IOTM.0001.2100012"},{"key":"ref1","year":"2008","journal-title":"Reference Architecture ETSI GS ZSM 002 v1 1 1"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/BF00116900"}],"event":{"name":"GLOBECOM 2021 - 2021 IEEE Global Communications Conference","location":"Madrid, Spain","start":{"date-parts":[[2021,12,7]]},"end":{"date-parts":[[2021,12,11]]}},"container-title":["2021 IEEE Global Communications Conference (GLOBECOM)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9685019\/9685006\/09685083.pdf?arnumber=9685083","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,6]],"date-time":"2022-06-06T20:25:34Z","timestamp":1654547134000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9685083\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,12]]},"references-count":18,"URL":"https:\/\/doi.org\/10.1109\/globecom46510.2021.9685083","relation":{},"subject":[],"published":{"date-parts":[[2021,12]]}}}