{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,31]],"date-time":"2025-10-31T14:20:19Z","timestamp":1761920419651,"version":"3.37.3"},"reference-count":77,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2018,4,1]],"date-time":"2018-04-01T00:00:00Z","timestamp":1522540800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2018,4,1]],"date-time":"2018-04-01T00:00:00Z","timestamp":1522540800000},"content-version":"am","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2018,4,1]],"date-time":"2018-04-01T00:00:00Z","timestamp":1522540800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2018,4,1]],"date-time":"2018-04-01T00:00:00Z","timestamp":1522540800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100000015","name":"U.S. Department of Energy","doi-asserted-by":"publisher","award":["DE-EE-0007684"],"award-info":[{"award-number":["DE-EE-0007684"]}],"id":[{"id":"10.13039\/100000015","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100004318","name":"Microsoft\u2019s Azure for Research program","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100004318","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Proc. IEEE"],"published-print":{"date-parts":[[2018,4]]},"DOI":"10.1109\/jproc.2018.2791405","type":"journal-article","created":{"date-parts":[[2018,2,13]],"date-time":"2018-02-13T19:20:38Z","timestamp":1518549638000},"page":"661-679","source":"Crossref","is-referenced-by-count":16,"title":["Data-Enabled Building Energy Savings (D-E BES)"],"prefix":"10.1109","volume":"106","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-5828-3910","authenticated-orcid":false,"given":"Sanjmeet","family":"Abrol","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5998-4951","authenticated-orcid":false,"given":"Ali","family":"Mehmani","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mark","family":"Kerman","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Christoph J.","family":"Meinrenken","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3647-0640","authenticated-orcid":false,"given":"Patricia J.","family":"Culligan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref73","first-page":"78","article-title":"Feature selection, \n$L_{1}$\n vs. \n$L_{2}$\n regularization, and rotational invariance","author":"ng","year":"2004","journal-title":"Proc 21st Int Conf Mach Learn"},{"key":"ref72","first-page":"1157","article-title":"An introduction to variable and feature selection","volume":"3","author":"guyon","year":"2003","journal-title":"J Mach Learn Res"},{"journal-title":"MATLAB and Statistics Toolbox Release","year":"2012","key":"ref71"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0169096"},{"article-title":"Indoor air quality and thermal comfort strategies: The human-in-the-loop approach","year":"2011","author":"zeiler","key":"ref76"},{"journal-title":"Fundamentals of Thermodynamics","year":"2003","author":"sonntag","key":"ref77"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1016\/j.apenergy.2013.10.062"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2013.06.029"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1016\/j.rser.2011.08.006"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2013.05.011"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2014.2322604"},{"article-title":"User-adaptable and minimum-power thermal comfort control","year":"1992","author":"federspiel","key":"ref32"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1080\/23744731.2016.1197718"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.rser.2013.06.041"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.apenergy.2017.02.046"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.rser.2013.10.022"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2015.2501428"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/CDC.2014.7039767"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2010.09.024"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1115\/DETC2017-68350"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1016\/j.rser.2015.12.040"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1016\/j.buildenv.2006.10.027"},{"journal-title":"Standard 55&#x2014;Thermal Environmental Conditions for Human Occupancy","year":"2004","key":"ref28"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1007\/s00158-015-1234-z"},{"journal-title":"Indoor Environmental Input Parameters for Design and Assessment of Energy Performance of Buildings Addressing Indoor Air Quality Thermal Environment Lighting and Acoustics","year":"2007","key":"ref27"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1080\/10789669.2002.10391290"},{"journal-title":"Sunhours","year":"2017","key":"ref66"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/MIE.2013.2290138"},{"journal-title":"ZigBee Standards Organization","year":"2012","key":"ref67"},{"key":"ref68","first-page":"63","author":"verbeke","year":"1997","journal-title":"Linear Mixed Models for Longitudinal Data"},{"key":"ref69","doi-asserted-by":"crossref","DOI":"10.4135\/9781849209366","author":"kreft","year":"1998","journal-title":"Leeuw Introducing Multilevel Modeling"},{"key":"ref2","doi-asserted-by":"crossref","first-page":"16083","DOI":"10.1073\/pnas.1211658109","article-title":"Global forecasts of urban expansion to 2030 and direct impacts on biodiversity and carbon pools","volume":"109","author":"seto","year":"2012","journal-title":"Proc Nat Acad Sci"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.apenergy.2014.02.039"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2016.2520639"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2017.2647881"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2015.11.037"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.arcontrol.2017.04.003"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/MIE.2016.2615575"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/S0378-7788(02)00004-X"},{"key":"ref25","article-title":"Cyber physical system challenges for human-in-the-loop control","author":"munir","year":"0","journal-title":"Feedback Computing"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1016\/j.buildenv.2015.04.017"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1016\/j.buildenv.2013.11.008"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1016\/j.apenergy.2011.01.050"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1016\/j.apenergy.2007.06.019"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1016\/S0360-1323(03)00020-9"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1016\/S0378-7788(02)00003-8"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1016\/S0378-7788(02)00005-1"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1016\/S0378-7788(02)00006-3"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1007\/s004840100093"},{"key":"ref52","first-page":"1141","article-title":"A global database of thermal comfort field experiments","volume":"104","author":"de dear","year":"1998","journal-title":"ASHRAE Trans"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TETC.2017.2680322"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2016.03.038"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2011.12.033"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2015.07.047"},{"key":"ref13","doi-asserted-by":"crossref","DOI":"10.1201\/b10342","author":"krarti","year":"2016","journal-title":"Energy Audit of Building Systems An Engineering Approach"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/SMC.2016.7844968"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.rser.2016.10.072"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.rser.2016.11.132"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/s00158-016-1488-0"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/PROC.1985.13315"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/PROC.1985.13319"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/S0378-7788(00)00114-6"},{"journal-title":"Residential Energy Consumption Survey","year":"2009","key":"ref3"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/MCE.2015.2484699"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2016.2520759"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.rser.2016.03.047"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2016.05.064"},{"journal-title":"Thermal Comfort Analysis and Applications in Environmental Engineering","year":"0","author":"fanger","key":"ref49"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/J.ENG.2016.02.012"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1016\/0360-5442(86)90020-4"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1145\/1869983.1870005"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1016\/j.rser.2010.07.040"},{"key":"ref47","first-page":"145","article-title":"Developing an adaptive model of thermal comfort and preference\/discussion","volume":"104","author":"de dear","year":"1998","journal-title":"ASHRAE Trans"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1016\/j.scs.2017.01.015"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2016.11.008"},{"key":"ref44","doi-asserted-by":"crossref","first-page":"493","DOI":"10.1016\/j.enbuild.2014.08.017","article-title":"Effects of real-time eco-feedback and organizational network dynamics on energy efficient behavior in commercial buildings","volume":"84","author":"rimas","year":"2014","journal-title":"Energy Buildings"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-58077-7_41"}],"container-title":["Proceedings of the IEEE"],"original-title":[],"link":[{"URL":"https:\/\/ieeexplore.ieee.org\/ielaam\/5\/8326750\/8290828-aam.pdf","content-type":"application\/pdf","content-version":"am","intended-application":"syndication"},{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/5\/8326750\/08290828.pdf?arnumber=8290828","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,4,8]],"date-time":"2022-04-08T18:55:55Z","timestamp":1649444155000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8290828\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,4]]},"references-count":77,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/jproc.2018.2791405","relation":{},"ISSN":["0018-9219","1558-2256"],"issn-type":[{"type":"print","value":"0018-9219"},{"type":"electronic","value":"1558-2256"}],"subject":[],"published":{"date-parts":[[2018,4]]}}}