{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,4]],"date-time":"2026-03-04T19:52:58Z","timestamp":1772653978610,"version":"3.50.1"},"reference-count":51,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/3.0\/legalcode"}],"funder":[{"DOI":"10.13039\/501100000266","name":"Engineering and Physical Sciences Research Council","doi-asserted-by":"publisher","award":["REFIT EP\/K002368"],"award-info":[{"award-number":["REFIT EP\/K002368"]}],"id":[{"id":"10.13039\/501100000266","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2018]]},"DOI":"10.1109\/access.2018.2871343","type":"journal-article","created":{"date-parts":[[2018,9,20]],"date-time":"2018-09-20T18:47:28Z","timestamp":1537469248000},"page":"53944-53959","source":"Crossref","is-referenced-by-count":104,"title":["Improving Event-Based Non-Intrusive Load Monitoring Using Graph Signal Processing"],"prefix":"10.1109","volume":"6","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9546-3101","authenticated-orcid":false,"given":"Bochao","family":"Zhao","sequence":"first","affiliation":[]},{"given":"Kanghang","family":"He","sequence":"additional","affiliation":[]},{"given":"Lina","family":"Stankovic","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1075-2420","authenticated-orcid":false,"given":"Vladimir","family":"Stankovic","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1145\/2602044.2602051"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2013.6738252"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2016.08.050"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/PERCOMW.2015.7134051"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.3390\/fi8010004"},{"key":"ref30","first-page":"1","article-title":"Residential electric load disaggregation for low-frequency utility applications","author":"zhang","year":"2015","journal-title":"Proc IEEE Power Energy Soc Gen Meeting"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2013.2238935"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2012.2235192"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/GlobalSIP.2014.7032244"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/PerCom.2012.6199866"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TCE.2011.5735484"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2016.2557460"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/SmartGridComm.2014.7007702"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.csi.2017.03.003"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.comcom.2016.12.020"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/SECON.2010.5508244"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/2821650.2821672"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ECTICon.2016.7561398"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1155\/2017\/4216281"},{"key":"ref23","first-page":"1","article-title":"Sequence-to-point learning with neural networks for nonintrusive load monitoring","author":"zhang","year":"2018","journal-title":"Proc AAAI Conf Artif Intell (AAAI)"},{"key":"ref26","first-page":"1","article-title":"The neural energy decoder: Energy disaggregation by combining binary subcomponents","author":"henning","year":"2016","journal-title":"Proc 3rd Int Workshop"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2015.2462719"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2016.2523803"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2014.2321121"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.3934\/energy.2016.1.1"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611972818.64"},{"key":"ref40","first-page":"59","article-title":"REDD: A public data set for energy disaggregation research","author":"kolter","year":"2011","journal-title":"Proc Workshop Data Min Appl Sustain (SIGKDD)"},{"key":"ref12","first-page":"1472","article-title":"Approximate inference in additive factorial HMMs with application to energy disaggregation","volume":"22","author":"kolter","year":"2012","journal-title":"Proc Int Conf Artif Intell Statist"},{"key":"ref13","first-page":"1","article-title":"Non-intrusive load monitoring using prior models of general appliance types","author":"parson","year":"2012","journal-title":"Proc 26th Conf Artif Intell (AAAI)"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2014.2344373"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2015.2494592"},{"key":"ref16","first-page":"3618","article-title":"Latent Bayesian melding for integrating individual and population models","author":"zhong","year":"2015","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref17","article-title":"A cloud-based on-line disaggregation algorithm for home appliance loads","author":"mengistu","year":"0","journal-title":"IEEE Trans Smart Grid"},{"key":"ref18","first-page":"1153","article-title":"Energy disaggregation via discriminative sparse coding","author":"kolter","year":"2010","journal-title":"Proc 24th Annu Conf Neural Inf Process Syst (NIPS)"},{"key":"ref19","first-page":"1","article-title":"A temporal motif mining approach to unsupervised energy disaggregation","author":"shao","year":"2012","journal-title":"Proceedings of 1st International Non-Intrusive Load Monitoring Workshop"},{"key":"ref4","article-title":"Nonintrusive appliance load data acquisition method","author":"hart","year":"1984"},{"key":"ref3","article-title":"Smart metering equipment technical specifications version 2","year":"2013"},{"key":"ref6","first-page":"1","article-title":"Does disaggregated electricity feedback reduce domestic electricity consumption? A systematic review of the literature","author":"kelly","year":"2016","journal-title":"Proc 3rd Int Workshop"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.enpol.2012.08.062"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2016.2598872"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.3390\/s121216838"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2015.7178380"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/EEEIC.2015.7165334"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/ICMLA.2012.249"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1007\/s11708-015-0358-6"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/INDICON.2016.7839109"},{"key":"ref47","first-page":"673","article-title":"Bayesian nonparametric hidden semi-Markov models","volume":"14","author":"johnson","year":"2013","journal-title":"J Mach Learn Res"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1016\/j.apenergy.2016.10.040"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1038\/sdata.2016.122"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2013.2278596"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2012.2185522"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/8274985\/08468976.pdf?arnumber=8468976","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,26]],"date-time":"2022-01-26T20:32:23Z","timestamp":1643229143000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8468976\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"references-count":51,"URL":"https:\/\/doi.org\/10.1109\/access.2018.2871343","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018]]}}}