{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,9]],"date-time":"2026-07-09T16:39:46Z","timestamp":1783615186071,"version":"3.55.0"},"reference-count":52,"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\/OAPA.html"}],"funder":[{"name":"Ministry of Science and Technology, Pakistan, under the grant titled Establishment of Neuro-Informatics Lab, NUST-SEECS"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2018]]},"DOI":"10.1109\/access.2018.2853125","type":"journal-article","created":{"date-parts":[[2018,7,5]],"date-time":"2018-07-05T18:29:59Z","timestamp":1530815399000},"page":"38683-38692","source":"Crossref","is-referenced-by-count":95,"title":["Dynamic Mode Decomposition Based Epileptic Seizure Detection from Scalp EEG"],"prefix":"10.1109","volume":"6","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-8878-6121","authenticated-orcid":false,"given":"Muhammad Sohaib J.","family":"Solaija","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1853-5364","authenticated-orcid":false,"given":"Sajid","family":"Saleem","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4897-2592","authenticated-orcid":false,"given":"Khawar","family":"Khurshid","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8572-7377","authenticated-orcid":false,"given":"Syed Ali","family":"Hassan","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Awais Mehmood","family":"Kamboh","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1017\/jfm.2013.426"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1007\/s00332-012-9130-9"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1142\/S0219519417400036"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2017.03.023"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.3390\/app7040385"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.dsp.2016.12.004"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1007\/s00162-010-0203-9"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1017\/S0022112010001217"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1049\/iet-smt.2017.0058"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/j.dsp.2017.07.008"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2013.08.006"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2013.11.014"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2016.2589971"},{"key":"ref2","author":"niedermeyer","year":"2005","journal-title":"Electroencephalography Basic Principles Clinical Applications and Related Fields"},{"key":"ref1","year":"0","journal-title":"Epilepsy—World Health Organization Fact Sheet"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.3389\/fnhum.2016.00080"},{"key":"ref22","first-page":"1","article-title":"A mimicking approach for human epileptic seizure detection","author":"hunyadi","year":"2010","journal-title":"Proc Int Biosignal Process Conf"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2016.2553368"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1155\/2008\/293056"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevE.64.061907"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TITB.2011.2181403"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2011.03.009"},{"key":"ref50","doi-asserted-by":"crossref","first-page":"1499","DOI":"10.1111\/j.1528-1167.2006.00622.x","article-title":"How long do most seizures last? A systematic comparison of seizures recorded in the epilepsy monitoring unit","volume":"47","author":"jenssen","year":"2006","journal-title":"Epilepsia"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2016.02.016"},{"key":"ref52","author":"varsavsky","year":"2011","journal-title":"Epileptic Seizures and the EEG - Measurements Models Detection and Prediction"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2009.05.013"},{"key":"ref40","author":"tu","year":"2013","journal-title":"On dynamic mode decomposition theory and applications"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1155\/2014\/450573"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1155\/2015\/638036"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC.2016.7590831"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2017.2650259"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC.2014.6944546"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2017.2736014"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1155\/2015\/986736"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.jneumeth.2015.01.015"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2015.2505238"},{"key":"ref4","first-page":"1025","article-title":"One-class novelty detection for seizure analysis from intracranial EEG","volume":"7","author":"gardner","year":"2006","journal-title":"J Mach Learn Res"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/S1388-2457(03)00212-8"},{"key":"ref6","first-page":"975","article-title":"Application of machine learning to epileptic seizure detection","author":"shoeb","year":"2010","journal-title":"Proc Int Conf Mach Learn"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.clinph.2005.05.020"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/IEMBS.2011.6091865"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1161\/01.CIR.101.23.e215"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-39804-2_12"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbi.2014.02.005"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1145\/1007730.1007734"},{"key":"ref45","doi-asserted-by":"crossref","first-page":"5040","DOI":"10.1109\/TIT.2014.2323359","article-title":"The optimal hard threshold for singular values is \n$4\/\\sqrt {3}$","volume":"60","author":"gavish","year":"2014","journal-title":"IEEE Trans Inf Theory"},{"key":"ref48","first-page":"1","article-title":"RUSBoost: Improving classification performance when training data is skewed","author":"seiffert","year":"2008","journal-title":"Proc Int Conf Pattern Recognit"},{"key":"ref47","first-page":"148","article-title":"Experiments with a new boosting algorithm","volume":"96","author":"freund","year":"1996","journal-title":"Proc Int Conf Mach Learn"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1016\/j.jneumeth.2015.10.010"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1137\/15M1023543"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1017\/S0022112009992059"},{"key":"ref43","author":"kutz","year":"2013","journal-title":"Data-Driven Modeling & Scientific Computation Methods for Complex Systems & Big Data"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/8274985\/08404027.pdf?arnumber=8404027","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T16:14:24Z","timestamp":1642004064000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8404027\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"references-count":52,"URL":"https:\/\/doi.org\/10.1109\/access.2018.2853125","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018]]}}}