{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,8]],"date-time":"2026-07-08T02:46:21Z","timestamp":1783478781604,"version":"3.55.0"},"reference-count":54,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"6","license":[{"start":{"date-parts":[[2018,6,1]],"date-time":"2018-06-01T00:00:00Z","timestamp":1527811200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Instrum. Meas."],"published-print":{"date-parts":[[2018,6]]},"DOI":"10.1109\/tim.2018.2799059","type":"journal-article","created":{"date-parts":[[2018,2,15]],"date-time":"2018-02-15T19:13:36Z","timestamp":1518722016000},"page":"1258-1265","source":"Crossref","is-referenced-by-count":294,"title":["Ensemble SVM Method for Automatic Sleep Stage Classification"],"prefix":"10.1109","volume":"67","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4655-9112","authenticated-orcid":false,"given":"Emina","family":"Alickovic","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7630-4084","authenticated-orcid":false,"given":"Abdulhamit","family":"Subasi","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1002\/aic.690440712"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1007\/s10916-008-9218-9"},{"key":"ref33","author":"kemp","year":"2015","journal-title":"The Sleep-EDF Database [Expended]"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/10.867928"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1023\/A:1010933404324"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2006.881798"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1093\/sleep\/13.3.279"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1093\/sleep\/30.11.1587"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1161\/01.CIR.101.23.e215"},{"key":"ref34","year":"2015","journal-title":"PhysioBank Archive Index"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/s10527-007-0006-5"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2015.2465177"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2010.04.007"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1038\/nature04286"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/S0006-8993(00)03007-9"},{"key":"ref20","author":"rasmussen","year":"2006","journal-title":"Gaussian Processes for Machine Learning"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2012.2187242"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1142\/S0129065710002589"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/s10916-009-9286-5"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/10.827301"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2013.2276083"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2014.2375292"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2012.11.003"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1016\/j.jneumeth.2011.12.022"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2012.09.012"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.1967.1054021"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1016\/j.artmed.2004.04.004"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2017.05.005"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1002\/aic.690440712"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1016\/j.csda.2004.12.010"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/s10916-014-0131-0"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/s10916-014-0031-3"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/s00034-014-9864-8"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/BIYOMUT.2009.5130256"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1049\/iet-spr.2011.0234"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2013.07.006"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2013.2284610"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.clinph.2004.12.002"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1053\/smrv.1999.0086"},{"key":"ref3","author":"rechtschaffen","year":"1968","journal-title":"A manual of standardized terminology techniques and scoring system for sleep stages of human subjects"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1159\/000441975"},{"key":"ref5","author":"iber","year":"2007","journal-title":"The AASM Manual for Scoring of Sleep and Associated Events-Rules Terminology and Technical Specification"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.3390\/e16126573"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2011.11.005"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1016\/j.smrv.2011.06.003"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2014.2303991"},{"key":"ref46","author":"altman","year":"1991","journal-title":"Practical Statistics for Medical Research"},{"key":"ref45","first-page":"185","article-title":"Sequential minimal optimization: A fast algorithm for training support vector machines","author":"platt","year":"1999","journal-title":"Advances in Kernel Methods&#x2014;Support Vector Learning"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.2307\/2529310"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1177\/001316446002000104"},{"key":"ref42","doi-asserted-by":"crossref","first-page":"753","DOI":"10.1007\/s00521-015-2103-9","article-title":"Breast cancer diagnosis using GA feature selection and Rotation Forest","volume":"28","author":"ali?kovi?","year":"2017","journal-title":"Neural Comput Appl"},{"key":"ref41","author":"mallat","year":"2008","journal-title":"A Wavelet Tour of Signal Processing"},{"key":"ref44","author":"bishop","year":"2016","journal-title":"Pattern Recognition and Machine Learning"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2006.211"}],"container-title":["IEEE Transactions on Instrumentation and Measurement"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/19\/8357403\/08292946.pdf?arnumber=8292946","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T16:12:29Z","timestamp":1642003949000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8292946\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,6]]},"references-count":54,"journal-issue":{"issue":"6"},"URL":"https:\/\/doi.org\/10.1109\/tim.2018.2799059","relation":{},"ISSN":["0018-9456","1557-9662"],"issn-type":[{"value":"0018-9456","type":"print"},{"value":"1557-9662","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,6]]}}}