{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,8]],"date-time":"2026-10-08T21:50:50Z","timestamp":1791496250093,"version":"4.3.4"},"reference-count":55,"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:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100004663","name":"Ministry of Science and Technology Taiwan","doi-asserted-by":"crossref","award":["MOST 106-2218-E-027-017"],"award-info":[{"award-number":["MOST 106-2218-E-027-017"]}],"id":[{"id":"10.13039\/501100004663","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100004663","name":"Ministry of Science and Technology Taiwan","doi-asserted-by":"crossref","award":["MOST 107-2218-E-027-011"],"award-info":[{"award-number":["MOST 107-2218-E-027-011"]}],"id":[{"id":"10.13039\/501100004663","id-type":"DOI","asserted-by":"crossref"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE J. Biomed. Health Inform."],"published-print":{"date-parts":[[2018]]},"DOI":"10.1109\/jbhi.2018.2833618","type":"journal-article","created":{"date-parts":[[2018,5,7]],"date-time":"2018-05-07T22:12:59Z","timestamp":1525731179000},"page":"1-1","source":"Crossref","is-referenced-by-count":76,"title":["Unobtrusive Activity Recognition of Elderly People Living Alone Using Anonymous Binary Sensors and DCNN"],"prefix":"10.1109","author":[{"given":"Munkhjargal","family":"Gochoo","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tan-Hsu","family":"Tan","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Shing-Hong","family":"Liu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Fu-Rong","family":"Jean","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Fady","family":"Alnajjar","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Shih-Chia","family":"Huang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"crossref","DOI":"10.3390\/s16010115","article-title":"Deep convolutional and LSTM recurrent neural networks for multimodal wearable activity recognition","volume":"16","author":"ord\u00f3\u00f1ez","year":"2016","journal-title":"SENSORS"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.23919\/MVA.2017.7986795"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/INISTA.2015.7276759"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/ICPR.2014.241"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0139643"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/JSTSP.2016.2535972"},{"key":"ref37","article-title":"First-person daily activity recognition with manipulated object proposals and non-linear feature fusion","author":"wang","year":"2017","journal-title":"IEEE Trans Circuits Syst Video Technol"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/MIS.2010.112"},{"key":"ref35","article-title":"Wearables have a dirty little secret: 50% of users lose interest - TechRepublic","year":"2016"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1007\/s12652-016-0412-1"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1212\/WNL.0b013e318259e1de"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/SMC.2015.525"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.2013.2252338"},{"key":"ref2","article-title":"Device-free non-privacy invasive activity monitoring of elderly people in a smart house","author":"gochoo","year":"2017"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/ICECTA.2017.8252040"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1159\/000106656"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.338"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/JSEN.2016.2606553"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC.2017.8037349"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ICSENS.2016.7808590"},{"key":"ref26","first-page":"131","article-title":"Human activity recognition from accelerometer data using convolutional neural network","author":"lee","year":"0","journal-title":"Proc IEEE Int Conf Big Data Smart Comput"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/CCDC.2017.7978857"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/MC.2012.328"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2017.2711495"},{"key":"ref55","first-page":"390","article-title":"Device-free non-privacy invasive classification of elderly travel patterns in a smart house using PIR sensors and DCNN","volume":"18","author":"gochoo","year":"2018","journal-title":"IEEE Sens J"},{"key":"ref54","first-page":"1","article-title":"A study of cross-validation and bootstrap for accuracy estimation and model selection","volume":"5","author":"kohavi","year":"0","journal-title":"Proc Int Joint Conf Artif Intell"},{"key":"ref53","article-title":"Keras documentation","year":"0"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1016\/j.pmcj.2016.09.010"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ICOT.2015.7498476"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2017.203"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.23919\/EUSIPCO.2017.8081308"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/SITIS.2016.56"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/JSEN.2011.2149515"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC.2015.7319197"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC.2016.7591948"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ICUT.2009.5405672"},{"key":"ref17","first-page":"1","article-title":"Japan-Korea joint project on monitoring people with dementia","author":"makimoto","year":"0","journal-title":"11th World Congress on the Internet and Medicine"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.4017\/gt.2008.07.01.005.00"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1108\/14717794200700020"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.psyneuen.2011.06.007"},{"key":"ref3","volume":"16","author":"mukhopadhyay","year":"2015","journal-title":"Next Generation Sensors and Systems"},{"key":"ref6","first-page":"1","author":"raworth","year":"2013","journal-title":"State of the World 2013 Is Sustainability Still Possible?"},{"key":"ref5","first-page":"19","article-title":"Can populations age better, not just live longer?","volume":"37","author":"kinsella","year":"2013","journal-title":"Gener &#x2014;J Am Soc Aging"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2015.2389149"},{"key":"ref7","article-title":"Living alone statistics","year":"2015"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCB.2012.2216873"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/IEMBS.2007.4353163"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/IROS.2010.5650340"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.3390\/e16042184"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1016\/j.pmcj.2012.07.003"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1002\/int.21674"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/SMC.2015.263"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/NDS.2017.8070615"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1007\/s12652-009-0007-1"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/ICSENS.2016.7808519"}],"container-title":["IEEE Journal of Biomedical and Health Informatics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6221020\/6363502\/08355255.pdf?arnumber=8355255","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,13]],"date-time":"2022-07-13T21:07:22Z","timestamp":1657746442000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8355255\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"references-count":55,"URL":"https:\/\/doi.org\/10.1109\/jbhi.2018.2833618","relation":{},"ISSN":["2168-2194","2168-2208"],"issn-type":[{"value":"2168-2194","type":"print"},{"value":"2168-2208","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018]]}}}