{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,31]],"date-time":"2026-03-31T11:08:24Z","timestamp":1774955304710,"version":"3.50.1"},"reference-count":41,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2024]]},"DOI":"10.1109\/access.2024.3457018","type":"journal-article","created":{"date-parts":[[2024,9,10]],"date-time":"2024-09-10T19:21:56Z","timestamp":1725996116000},"page":"137132-137143","source":"Crossref","is-referenced-by-count":13,"title":["A Model for Epileptic Seizure Diagnosis Using the Combination of Ensemble Learning and Deep Learning"],"prefix":"10.1109","volume":"12","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3040-1801","authenticated-orcid":false,"given":"Mehdi","family":"Hosseinzadeh","sequence":"first","affiliation":[{"name":"School of Computer Science, Duy Tan University, Da Nang, Vietnam"}]},{"given":"Parisa","family":"Khoshvaght","sequence":"additional","affiliation":[{"name":"DTU AI and Data Science Hub (DAIDASH), Duy Tan University, Da Nang, Vietnam"}]},{"given":"Samira","family":"Sadeghi","sequence":"additional","affiliation":[{"name":"Department of Computer Engineering, Central Tehran Branch, Islamic Azad University, Tehran, Iran"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5969-6896","authenticated-orcid":false,"given":"Parvaneh","family":"Asghari","sequence":"additional","affiliation":[{"name":"Department of Computer Engineering, Central Tehran Branch, Islamic Azad University, Tehran, Iran"}]},{"given":"Amirhossein","family":"Noroozi Varzeghani","sequence":"additional","affiliation":[{"name":"Department of Computer Engineering, Central Tehran Branch, Islamic Azad University, Tehran, Iran"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1393-5062","authenticated-orcid":false,"given":"Mokhtar","family":"Mohammadi","sequence":"additional","affiliation":[{"name":"Department of Information Technology, College of Engineering and Computer Science, Lebanese French University, Erbil, Kurdistan Region, Iraq"}]},{"ORCID":"https:\/\/orcid.org\/0009-0001-5805-9262","authenticated-orcid":false,"given":"Hossein","family":"Mohammadi","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, Wight State University, Dayton, OH, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2485-1494","authenticated-orcid":false,"given":"Jan","family":"Lansky","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Mathematics, Faculty of Economic Studies, University of Finance and Administration, Prague, Czech Republic"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8117-6566","authenticated-orcid":false,"given":"Sang-Woong","family":"Lee","sequence":"additional","affiliation":[{"name":"Pattern Recognition and Machine Learning Lab, School of Computing, Gachon University, Seongnam, South Korea"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eplepsyres.2023.107126"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1111\/bph.16094"},{"key":"ref3","volume-title":"Epilepsy","year":"2024"},{"key":"ref4","first-page":"1","article-title":"Detection of epileptic seizure using hybrid machine learning algorithms","volume-title":"Proc. 12th Int. Conf. Adv. Comput. (ICoAC)","author":"Velvizhy"},{"key":"ref5","first-page":"1","article-title":"Detection of epileptic seizures by the analysis of EEG signals using empirical mode decomposition","volume-title":"Proc. IEEE Conf.","author":"Yol"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.3390\/app131810412"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1021\/acsabm.3c00322"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-10909-6_43"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/s10309-023-00577-1"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1002\/epi4.12694"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2020.102215"},{"key":"ref12","article-title":"Open and free EEG datasets for epilepsy diagnosis","author":"Handa","year":"2021","journal-title":"arXiv:2108.01030"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ssd52085.2021.9429401"},{"key":"ref14","article-title":"Patient-independent epileptic seizure prediction using deep learning models","author":"Dissanayake","year":"2020","journal-title":"arXiv:2011.09581"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/mlsp.2019.8918754"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC48229.2022.9870919"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.apacoust.2021.107941"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.clinph.2020.12.009"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2021.104710"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/RBME.2020.3008792"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.18280\/mmep.100110"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.3390\/s23010423"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.brainres.2022.148131"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.3390\/engproc2023059166"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2022.104566"},{"key":"ref26","doi-asserted-by":"crossref","first-page":"21","DOI":"10.1186\/s44147-023-00353-y","article-title":"Detection of epileptic seizure in EEG signals using machine learning and deep learning techniques","volume":"71","author":"Kunekar","year":"2024","journal-title":"J. Eng. Appl. Sci."},{"key":"ref27","first-page":"80657","article-title":"Epileptic seizure detection in EEG signals using machine learning and deep learning techniques","volume":"21","author":"Kode","year":"2024","journal-title":"IEEE J. Mag."},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1080\/00051144.2023.2297481"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevE.64.061907"},{"issue":"4","key":"ref30","doi-asserted-by":"crossref","first-page":"773","DOI":"10.3390\/diagnostics13040773","article-title":"Deep-EEG: An optimized and robust framework and method for EEG-based diagnosis of epileptic seizure","volume":"13","author":"Mir","year":"2023","journal-title":"Diagnostics"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2019.10.034"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1997.9.8.1735"},{"key":"ref33","article-title":"Bidirectional LSTM-CRF models for sequence tagging","author":"Huang","year":"2015","journal-title":"arXiv:1508.01991"},{"issue":"11","key":"ref34","first-page":"2278","article-title":"Gradient-based learning applied to document recognition","volume":"86","year":"1998","journal-title":"IEEE J. Mag."},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-35488-8_13"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1002\/int.23040"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939785"},{"issue":"8","key":"ref38","doi-asserted-by":"crossref","first-page":"1956","DOI":"10.1111\/epi.17320","article-title":"Development and validation of machine learning models for prediction of seizure outcome after pediatric epilepsy surgery","volume":"63","author":"Yossofzai","year":"2022","journal-title":"Epilepsia"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1186\/s12863-018-0633-8"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-45014-9_1"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-023-16236-6"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6287639\/10380310\/10670408.pdf?arnumber=10670408","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,10,10]],"date-time":"2024-10-10T11:23:08Z","timestamp":1728559388000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10670408\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"references-count":41,"URL":"https:\/\/doi.org\/10.1109\/access.2024.3457018","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024]]}}}