{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,2]],"date-time":"2026-04-02T16:07:39Z","timestamp":1775146059865,"version":"3.50.1"},"reference-count":36,"publisher":"IEEE","license":[{"start":{"date-parts":[[2019,7,1]],"date-time":"2019-07-01T00:00:00Z","timestamp":1561939200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,7,1]],"date-time":"2019-07-01T00:00:00Z","timestamp":1561939200000},"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":[[2019,7]]},"DOI":"10.1109\/embc.2019.8856698","type":"proceedings-article","created":{"date-parts":[[2019,10,7]],"date-time":"2019-10-07T20:51:21Z","timestamp":1570481481000},"page":"4611-4614","source":"Crossref","is-referenced-by-count":19,"title":["Fall Detection for the Elderly Based on 3-Axis Accelerometer and Depth Sensor Fusion with Random Forest Classifier"],"prefix":"10.1109","author":[{"given":"Kijung","family":"Kim","sequence":"first","affiliation":[{"name":"Center for Intelligent & Interactive Robotics, Korea Institute of Science and Technology, Seoul, Korea"}]},{"given":"Guhnoo","family":"Yun","sequence":"additional","affiliation":[{"name":"Center for Intelligent & Interactive Robotics, Korea Institute of Science and Technology, Seoul, Korea"}]},{"given":"Sung-Kee","family":"Park","sequence":"additional","affiliation":[{"name":"Center for Intelligent & Interactive Robotics, Korea Institute of Science and Technology, Seoul, Korea"}]},{"given":"Dong Hwan","family":"Kim","sequence":"additional","affiliation":[{"name":"Center for Intelligent & Interactive Robotics, Korea Institute of Science and Technology, Seoul, Korea"}]}],"member":"263","reference":[{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1023\/A:1010933404324"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC.2014.6943704"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2014.6847948"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/INDIN.2015.7281947"},{"key":"ref36","article-title":"Data analysis, including statistics","author":"mosteller","year":"1968","journal-title":"Handbook of Social Psychology"},{"key":"ref35","year":"0","journal-title":"Empatica"},{"key":"ref34","year":"2017","journal-title":"KOREAN ACADEMY OF GERIATRIC REHABILITATION MEDICINE"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/IEMBS.2002.1053087"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/BF02347551"},{"key":"ref12","article-title":"An observation trial of ambulatory monitoring of elderly patient","volume":"12","author":"boyle","year":"2005","journal-title":"IFMBE Proc"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.3390\/ijerph110404233"},{"key":"ref14","article-title":"The development of an accelerometer and gyroscope based sensor to distinguish between activities of daily living and fall-events","volume":"11","author":"bourke","year":"0"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.medengphy.2005.11.008"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/BSN.2009.46"},{"key":"ref17","first-page":"42","article-title":"Approaches and principles of fall detection for elderly and patient","author":"yu","year":"2008","journal-title":"in Proceedings of IEEE International Conference on e-Health Networking Applications and Services (HealthCom)"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC.2016.7590763"},{"key":"ref19","first-page":"1567","article-title":"Home environment fall detection system based on a cascaded multi-svm classifier","author":"qian","year":"2008","journal-title":"Proceedings of International Conference on Control Automation Robotics and Vision (ICARCV)"},{"key":"ref28","first-page":"202","article-title":"Automatic in-door fall detection based on microwave radar measurements","author":"karsmakers","year":"2012","journal-title":"2012 9th European Radar Conference EuRAD"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/IEMBS.2004.1403637"},{"key":"ref27","first-page":"180","article-title":"Fall detection using doppler radar and classifier fusion","author":"liu","year":"0","journal-title":"Proceedings of 2012 IEEEEMBS International Conference on Biomedical and Health Informatics"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/IEMBS.2003.1280846"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC.2015.7319203"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/PIMRC.2013.6666749"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/IEMBS.2004.1403643"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC.2016.7591385"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC.2016.7590811"},{"key":"ref2","first-page":"993","volume":"65","year":"2016","journal-title":"Morbidity Mortality Weekly Rep"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TITB.2005.856864"},{"key":"ref1","doi-asserted-by":"crossref","first-page":"509","DOI":"10.15585\/mmwr.mm6718a1","volume":"67","year":"2018","journal-title":"Morbidity Mortality Weekly Rep"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-34091-8_16"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TITB.2010.2087385"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1117\/1.JEI.22.4.041106"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2014.2304357"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2011.2129370"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC.2016.7590766"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2014.2312180"}],"event":{"name":"2019 41st Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)","location":"Berlin, Germany","start":{"date-parts":[[2019,7,23]]},"end":{"date-parts":[[2019,7,27]]}},"container-title":["2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8844528\/8856280\/08856698.pdf?arnumber=8856698","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,1,27]],"date-time":"2026-01-27T05:27:04Z","timestamp":1769491624000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8856698\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,7]]},"references-count":36,"URL":"https:\/\/doi.org\/10.1109\/embc.2019.8856698","relation":{},"subject":[],"published":{"date-parts":[[2019,7]]}}}