{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,27]],"date-time":"2025-03-27T08:57:30Z","timestamp":1743065850780,"version":"3.28.0"},"reference-count":26,"publisher":"IEEE","license":[{"start":{"date-parts":[[2019,11,1]],"date-time":"2019-11-01T00:00:00Z","timestamp":1572566400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,11,1]],"date-time":"2019-11-01T00:00:00Z","timestamp":1572566400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,11,1]],"date-time":"2019-11-01T00:00:00Z","timestamp":1572566400000},"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":[[2019,11]]},"DOI":"10.1109\/ifuzzy46984.2019.9066241","type":"proceedings-article","created":{"date-parts":[[2020,4,17]],"date-time":"2020-04-17T01:29:17Z","timestamp":1587086957000},"page":"38-43","source":"Crossref","is-referenced-by-count":4,"title":["Two-Stages Occupancy Number Detection Based on Indoor Environment Attributes By Utilizing Machine Learning Algorithm"],"prefix":"10.1109","author":[{"given":"Jesica Elizabeth","family":"Marchelina","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shuo-Yan","family":"Chou","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Vincent F.","family":"Yu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Anindhita","family":"Dewabharata","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Vicky Chrystian","family":"Sugiarto","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Irene","family":"Karijadi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","article-title":"Behavioral aspects of lighting and occupancy sensors in private offices: a case study of a university office building","author":"mark","year":"1996","journal-title":"Proceedings of the 1996 ACEEE Summer Study on Energy Efficiency in Buildings"},{"key":"ref11","article-title":"Real-time building occupancy sensing using neural-network based sensor network","author":"tobore","year":"0","journal-title":"2013 7th IEEE International Conference on Digital Ecosystems and Technologies (DEST)"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2015.7280781"},{"key":"ref13","first-page":"1452","article-title":"Occupancy detection through an extensive environmental sensor network in an open-plan office building","volume":"145","author":"lam","year":"2009","journal-title":"Proc IBPSA - Building Simulation"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1111\/ina.12383"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.egypro.2017.09.548"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2016.09.002"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.jksues.2014.08.005"},{"key":"ref18","first-page":"5","article-title":"Machine learning for estimation of building energy consumption and performance: a review","volume":"6 1","author":"saleh","year":"2018","journal-title":"Visualization in Engineering"},{"key":"ref19","doi-asserted-by":"crossref","first-page":"790","DOI":"10.1016\/j.enbuild.2016.10.030","article-title":"A fusion framework for occupancy estimation in office buildings based on environmental sensor data","volume":"133","author":"zhenghua","year":"2016","journal-title":"Energy and Buildings"},{"key":"ref4","doi-asserted-by":"crossref","first-page":"113","DOI":"10.1016\/j.enbuild.2014.04.002","article-title":"The coupled effects of personalized occupancy profile based HVAC schedules and room reassignment on building energy use","volume":"78","author":"zheng","year":"2014","journal-title":"Energy and Buildings"},{"key":"ref3","doi-asserted-by":"crossref","first-page":"260","DOI":"10.1016\/j.enbuild.2018.03.084","article-title":"Building occupancy estimation and detection: A review","volume":"169","author":"zhenghua","year":"2018","journal-title":"Energy and Buildings"},{"key":"ref6","doi-asserted-by":"crossref","first-page":"155","DOI":"10.1016\/j.enbuild.2017.04.014","article-title":"Predictive control of indoor environment using occupant number detected by video data and CO2 concentration","volume":"145","author":"fulin","year":"2017","journal-title":"Energy and Buildings"},{"journal-title":"Occupant behavior impact on energy use of private offices No LBNL-6128E","year":"2013","author":"tianzhen","key":"ref5"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2010.02.003"},{"key":"ref7","doi-asserted-by":"crossref","first-page":"521","DOI":"10.1016\/j.apenergy.2012.06.014","article-title":"Importance of occupancy information for building climate control","volume":"101","author":"frauke","year":"2013","journal-title":"Applied Energy"},{"key":"ref2","doi-asserted-by":"crossref","first-page":"124","DOI":"10.1016\/j.enbuild.2017.07.038","article-title":"IEA EBC annex 53: Total energy use in buildings-Analysis and evaluation methods","volume":"152","author":"hiroshi","year":"2017","journal-title":"Energy and Buildings"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2012.09.005"},{"journal-title":"International Energy Agency (IEA) Energy Efficiency Buildings","year":"2019","key":"ref1"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2017.05.031"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/s12206-017-0455-z"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.buildenv.2017.07.027"},{"key":"ref24","first-page":"960","article-title":"A systematic approach to occupancy modeling in ambient sensor-rich buildings","volume":"90 8","author":"zheng","year":"2014","journal-title":"Simulation"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.3390\/en12030433"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2016.2582924"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1613\/jair.953"}],"event":{"name":"2019 International Conference on Fuzzy Theory and Its Applications (iFUZZY)","start":{"date-parts":[[2019,11,7]]},"location":"New Taipei City, Taiwan","end":{"date-parts":[[2019,11,10]]}},"container-title":["2019 International Conference on Fuzzy Theory and Its Applications (iFUZZY)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9048032\/9066170\/09066241.pdf?arnumber=9066241","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,18]],"date-time":"2022-07-18T11:16:25Z","timestamp":1658142985000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9066241\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,11]]},"references-count":26,"URL":"https:\/\/doi.org\/10.1109\/ifuzzy46984.2019.9066241","relation":{},"subject":[],"published":{"date-parts":[[2019,11]]}}}