{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,2]],"date-time":"2025-08-02T19:02:19Z","timestamp":1754161339476,"version":"3.41.2"},"reference-count":27,"publisher":"IEEE","license":[{"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\/bibm47256.2019.8983010","type":"proceedings-article","created":{"date-parts":[[2020,2,7]],"date-time":"2020-02-07T02:49:51Z","timestamp":1581043791000},"page":"1043-1050","source":"Crossref","is-referenced-by-count":2,"title":["An Unsupervised Framework for Detecting Early Signs of Illness in Eldercare"],"prefix":"10.1109","author":[{"given":"Omar A","family":"Ibrahim","sequence":"first","affiliation":[{"name":"University of Missouri-Columbia,Electrical Engineering and Computer Science Department,Columbia,Missouri,USA"}]},{"given":"James","family":"Keller","sequence":"additional","affiliation":[{"name":"University of Missouri-Columbia,Electrical Engineering and Computer Science Department,Columbia,Missouri,USA"}]},{"given":"Mihail","family":"Popescu","sequence":"additional","affiliation":[{"name":"University of Missouri-Columbia,Health Management and Informatics Department,Columbia,Missouri,USA"}]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1097\/00001786-200501000-00001"},{"key":"ref11","article-title":"Monitoring pulse and respiration with a noninvasive hydraulic bed sensor","author":"heise","year":"2010","journal-title":"Proc 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/MPRV.2003.1203752"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/DDHH.2006.1624795"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.outlook.2004.05.004"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.3233\/THC-2009-0551"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/FUZZ-IEEE.2016.7737686"},{"key":"ref17","article-title":"Extended robust on-line streaming clustering (EROLSC)","author":"ibrahim","year":"2018","journal-title":"IPMU"},{"key":"ref18","article-title":"Linking Resident Behavior to Health Conditions in an Eldercare Monitoring System","author":"popescu","year":"0","journal-title":"Accepted on American Medical Informatics Association (AMIA) Annual Symposium Proceedings"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2013.2288783"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/BIBMW.2012.6470278"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.3414\/ME11-02-0042"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.outlook.2004.05.004"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/1054972.1055044"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1097\/NCN.0b013e3181f69838"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/10705432_17"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/11748625_22"},{"key":"ref2","article-title":"An unobtrusive in-home monitoring system for detection of key motor changes preceding cogniti ve decline","author":"hayes","year":"0","journal-title":"Proc 26th Annu Conf"},{"key":"ref9","first-page":"87","author":"haigh","year":"2006","journal-title":"Independent Lifestyle Assistant Lessons earned"},{"key":"ref1","first-page":"i","author":"grayson","year":"2010","journal-title":"The next Four Decades The Older Population in the United States 2010 to 2050"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC.2014.6944974"},{"key":"ref22","article-title":"An Automatic Framework for Semantic Annotation of Eldercare Sensor Data","author":"ibrahim","year":"2019","journal-title":"BMC Medical Informatics and Decision Making"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/BIBM.2017.8217707"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/0022-2836(81)90087-5"},{"key":"ref23","article-title":"Unsupervised Analysis of Activity Patterns in Eldercare Monitoring","author":"ibrahim","year":"0","journal-title":"Proc American Medical Informatics Association Annual Symposium"},{"key":"ref26","first-page":"2579","article-title":"Visualizing data using t-SNE","volume":"9","author":"maaten","year":"2008","journal-title":"Journal of Machine Learning Research"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1080\/03610927408827101"}],"event":{"name":"2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","start":{"date-parts":[[2019,11,18]]},"location":"San Diego, CA, USA","end":{"date-parts":[[2019,11,21]]}},"container-title":["2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8965270\/8982928\/08983010.pdf?arnumber=8983010","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,7,28]],"date-time":"2025-07-28T19:40:46Z","timestamp":1753731646000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8983010\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,11]]},"references-count":27,"URL":"https:\/\/doi.org\/10.1109\/bibm47256.2019.8983010","relation":{},"subject":[],"published":{"date-parts":[[2019,11]]}}}