{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,21]],"date-time":"2026-02-21T18:20:22Z","timestamp":1771698022563,"version":"3.50.1"},"reference-count":23,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021,3,24]]},"DOI":"10.1109\/ciss50987.2021.9400259","type":"proceedings-article","created":{"date-parts":[[2021,4,21]],"date-time":"2021-04-21T23:11:36Z","timestamp":1619046696000},"page":"1-5","source":"Crossref","is-referenced-by-count":14,"title":["Machine Learning Models for Human Fall Detection using Millimeter Wave Sensor"],"prefix":"10.1109","author":[{"given":"Mubarak A.","family":"Alanazi","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Abdullah K.","family":"Alhazmi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chris","family":"Yakopcic","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Vamsy P.","family":"Chodavarapu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","first-page":"3225","article-title":"Evalu-ation of the autonomic nervous system for fall detection","author":"nocua","year":"0","journal-title":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2016.2557792"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TAES.2017.2740098"},{"key":"ref13","article-title":"The fundamentals of millimeter wave sensors","author":"iovescu","year":"2017","journal-title":"Texas Instruments SPYY005"},{"key":"ref14","first-page":"1","article-title":"Cs229 lecture notes","volume":"1","author":"ng","year":"2000","journal-title":"CS229 Lecture Notes"},{"key":"ref15","doi-asserted-by":"crossref","first-page":"436","DOI":"10.1038\/nature14539","article-title":"Deep learning","volume":"521","author":"lecun","year":"2015","journal-title":"Nature"},{"key":"ref16","author":"goodfellow","year":"2016","journal-title":"Deep Learning"},{"key":"ref17","first-page":"223","author":"ben-hur","year":"2010","journal-title":"A User's Guide to Support Vector Machines"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/130385.130401"},{"key":"ref19","doi-asserted-by":"crossref","DOI":"10.1002\/9781118548387","volume":"398","author":"hosmer","year":"2013","journal-title":"Applied Logistic Regression"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/RADAR.2019.8835656"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/IEEE-IWS.2018.8400812"},{"key":"ref6","first-page":"222","article-title":"Automatic fall detection based on doppler radar motion signature","author":"liu","year":"0","journal-title":"5th International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth) and Workshops"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2015.2502784"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/RTSI.2015.7325145"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/EuRAD.2014.6991193"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1136\/bmjopen-2019-031200"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.15585\/mmwr.mm6718a1"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/IMWS-BIO.2013.6756189"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-7908-2604-3_16"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRS.2019.2912711"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRS.2018.2849717"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2017.2698204"}],"event":{"name":"2021 55th Annual Conference on Information Sciences and Systems (CISS)","location":"Baltimore, MD, USA","start":{"date-parts":[[2021,3,24]]},"end":{"date-parts":[[2021,3,26]]}},"container-title":["2021 55th Annual Conference on Information Sciences and Systems (CISS)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9400188\/9400208\/09400259.pdf?arnumber=9400259","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,28]],"date-time":"2022-01-28T18:56:42Z","timestamp":1643396202000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9400259\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,3,24]]},"references-count":23,"URL":"https:\/\/doi.org\/10.1109\/ciss50987.2021.9400259","relation":{},"subject":[],"published":{"date-parts":[[2021,3,24]]}}}