{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,21]],"date-time":"2026-02-21T18:23:03Z","timestamp":1771698183521,"version":"3.50.1"},"reference-count":47,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"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":["IEEE Trans. Instrum. Meas."],"published-print":{"date-parts":[[2024]]},"DOI":"10.1109\/tim.2024.3480230","type":"journal-article","created":{"date-parts":[[2024,10,14]],"date-time":"2024-10-14T17:23:31Z","timestamp":1728926611000},"page":"1-13","source":"Crossref","is-referenced-by-count":6,"title":["Source-Free Domain Adaptation With Self-Supervised Learning for Nonintrusive Load Monitoring"],"prefix":"10.1109","volume":"73","author":[{"ORCID":"https:\/\/orcid.org\/0009-0005-0192-7830","authenticated-orcid":false,"given":"Feichi","family":"Zhong","sequence":"first","affiliation":[{"name":"Research Center of Information Fusion and Intelligent Control, the School of Electrical Engineering, Xi’an Jiaotong University, Xi’an, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7085-0209","authenticated-orcid":false,"given":"Zihan","family":"Shan","sequence":"additional","affiliation":[{"name":"Research Center of Information Fusion and Intelligent Control, the School of Electrical Engineering, Xi’an Jiaotong University, Xi’an, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5153-836X","authenticated-orcid":false,"given":"Gangquan","family":"Si","sequence":"additional","affiliation":[{"name":"Research Center of Information Fusion and Intelligent Control, the School of Electrical Engineering, Xi’an Jiaotong University, Xi’an, China"}]},{"ORCID":"https:\/\/orcid.org\/0009-0007-2990-9671","authenticated-orcid":false,"given":"Aoming","family":"Liu","sequence":"additional","affiliation":[{"name":"Department of Computer Science, Boston University, Boston, America"}]},{"ORCID":"https:\/\/orcid.org\/0009-0002-8564-5213","authenticated-orcid":false,"given":"Gerui","family":"Zhao","sequence":"additional","affiliation":[{"name":"Research Center of Information Fusion and Intelligent Control, the School of Electrical Engineering, Xi’an Jiaotong University, Xi’an, China"}]},{"ORCID":"https:\/\/orcid.org\/0009-0008-0846-2871","authenticated-orcid":false,"given":"Bo","family":"Li","sequence":"additional","affiliation":[{"name":"Research Center of Information Fusion and Intelligent Control, the School of Electrical Engineering, Xi’an Jiaotong University, Xi’an, China"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.3390\/s121216838"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2019.2892841"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2019.2916213"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2011.10.037"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/5.192069"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v26i1.8162"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2015.2498931"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2014.2344373"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v32i1.11873"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2021.3112341"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2020.3035193"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRS.2019.2953225"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/GlobalSIP.2015.7418157"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/2821650.2821672"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2020.2974347"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2021.111623"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00410"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2023.3246504"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2009.191"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TGCN.2021.3087702"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2019.2938068"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2021.3065934"},{"key":"ref23","article-title":"Tent: Fully test-time adaptation by entropy minimization","author":"Wang","year":"2020","journal-title":"arXiv:2006.10726"},{"key":"ref24","first-page":"6028","article-title":"Do we really need to access the source data? Source hypothesis transfer for unsupervised domain adaptation","volume-title":"Proc. Int. Conf. Mach. Learn.","volume":"1","author":"Liang"},{"key":"ref25","first-page":"1749","article-title":"Representation subspace distance for domain adaptation regression","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Chen"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2021.3115910"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/SmartGridComm47815.2020.9302933"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00706"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00888"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v36i1.19925"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00039"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.3390\/s22114238"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/cvpr42600.2020.00460"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2023.02.009"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33011150"},{"key":"ref36","first-page":"9229","article-title":"Test-time training with self-supervision for generalization under distribution shifts","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Sun"},{"key":"ref37","first-page":"29374","article-title":"Test-time training with masked autoencoders","volume-title":"Proc. Adv. Neural Inf. Process. Syst. (NeurIPS)","author":"Gandelsman"},{"key":"ref38","first-page":"21808","article-title":"TTT++: When does self-supervised test-time training fail or thrive?","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"34","author":"Liu"},{"key":"ref39","article-title":"FrAug: Frequency domain augmentation for time series forecasting","author":"Chen","year":"2023","journal-title":"arXiv:2302.09292"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TGCN.2022.3167392"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.56021\/9781421407944"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2018.2814042"},{"key":"ref43","first-page":"59","article-title":"REDD: A public data set for energy disaggregation research","volume-title":"Proc. Workshop Data Mining Appl. Sustainability (SIGKDD)","author":"Kolter"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1038\/sdata.2016.122"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1038\/sdata.2015.7"},{"key":"ref46","volume-title":"Dataport","year":"2023"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/TAI.2021.3110179"}],"container-title":["IEEE Transactions on Instrumentation and Measurement"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/19\/10367905\/10716675.pdf?arnumber=10716675","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,11,27]],"date-time":"2024-11-27T00:53:20Z","timestamp":1732668800000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10716675\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"references-count":47,"URL":"https:\/\/doi.org\/10.1109\/tim.2024.3480230","relation":{},"ISSN":["0018-9456","1557-9662"],"issn-type":[{"value":"0018-9456","type":"print"},{"value":"1557-9662","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024]]}}}