{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T03:20:50Z","timestamp":1740108050959,"version":"3.37.3"},"reference-count":20,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2022,9,27]],"date-time":"2022-09-27T00:00:00Z","timestamp":1664236800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2022,9,27]],"date-time":"2022-09-27T00:00:00Z","timestamp":1664236800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"funder":[{"DOI":"10.13039\/501100012166","name":"national key r &d program of china","doi-asserted-by":"crossref","award":["2017YFE0118200"],"award-info":[{"award-number":["2017YFE0118200"]}],"id":[{"id":"10.13039\/501100012166","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100001809","name":"nsfc","doi-asserted-by":"crossref","award":["62076083"],"award-info":[{"award-number":["62076083"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"crossref"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Neural Comput &amp; Applic"],"published-print":{"date-parts":[[2023,1]]},"DOI":"10.1007\/s00521-022-07833-x","type":"journal-article","created":{"date-parts":[[2022,9,27]],"date-time":"2022-09-27T08:02:46Z","timestamp":1664265766000},"page":"1423-1445","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["A new common spatial pattern-based unified channels algorithm for driver\u2019s fatigue EEG signals classification"],"prefix":"10.1007","volume":"35","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-5936-9775","authenticated-orcid":false,"given":"Hong","family":"Zeng","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6718-0980","authenticated-orcid":false,"given":"Wael","family":"Zakaria","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2022,9,27]]},"reference":[{"key":"7833_CR1","doi-asserted-by":"publisher","unstructured":"Maglione A, Borghini G, Aric\u00f2 P, Borgia F, Graziani I, Colosimo A, Kong W, Vecchiato G, Babiloni F (2014) Evaluation of the workload and drowsiness during car driving by using high resolution eeg activity and neurophysiologic indices. In: 2014 36th annual international conference of the IEEE engineering in medicine and biology society, pp 6238\u20136241 . https:\/\/doi.org\/10.1109\/EMBC.2014.6945054","DOI":"10.1109\/EMBC.2014.6945054"},{"issue":"2","key":"7833_CR2","doi-asserted-by":"publisher","first-page":"153","DOI":"10.1109\/TNSRE.2006.875642","volume":"14","author":"B Blankertz","year":"2006","unstructured":"Blankertz B, Muller K-R, Krusienski DJ, Schalk G, Wolpaw JR, Schlogl A, Pfurtscheller G, Millan JR, Schroder M, Birbaumer N (2006) The BCI competition iii: validating alternative approaches to actual BCI problems. IEEE Trans Neural Syst Rehabil Eng 14(2):153\u2013159. https:\/\/doi.org\/10.1109\/TNSRE.2006.875642","journal-title":"IEEE Trans Neural Syst Rehabil Eng"},{"issue":"2","key":"7833_CR3","doi-asserted-by":"publisher","first-page":"355","DOI":"10.1109\/TBME.2010.2082539","volume":"58","author":"F Lotte","year":"2010","unstructured":"Lotte F, Guan C (2010) Regularizing common spatial patterns to improve BCI designs: unified theory and new algorithms. IEEE Trans Biomed Eng 58(2):355\u2013362. https:\/\/doi.org\/10.1109\/TBME.2010.2082539","journal-title":"IEEE Trans Biomed Eng"},{"key":"7833_CR4","doi-asserted-by":"publisher","first-page":"107918","DOI":"10.1016\/j.patcog.2021.107918","volume":"115","author":"V Mishuhina","year":"2021","unstructured":"Mishuhina V, Jiang X (2021) Complex common spatial patterns on time-frequency decomposed EEG for brain-computer interface. Pattern Recognit 115:107918. https:\/\/doi.org\/10.1016\/j.patcog.2021.107918","journal-title":"Pattern Recognit"},{"issue":"4","key":"7833_CR5","doi-asserted-by":"publisher","first-page":"441","DOI":"10.1109\/86.895946","volume":"8","author":"H Ramoser","year":"2000","unstructured":"Ramoser H, Muller-Gerking J, Pfurtscheller G (2000) Optimal spatial filtering of single trial EEG during imagined hand movement. IEEE Trans Rehabil Eng 8(4):441\u2013446. https:\/\/doi.org\/10.1109\/86.895946","journal-title":"IEEE Trans Rehabil Eng"},{"issue":"4","key":"7833_CR6","doi-asserted-by":"publisher","first-page":"275","DOI":"10.1007\/BF01129656","volume":"2","author":"ZJ Koles","year":"1990","unstructured":"Koles ZJ, Lazar MS, Zhou SZ (1990) Spatial patterns underlying population differences in the background EEG. Brain Topogr 2(4):275\u2013284. https:\/\/doi.org\/10.1007\/BF01129656","journal-title":"Brain Topogr"},{"key":"7833_CR7","doi-asserted-by":"publisher","unstructured":"Meng J, Liu G, Huang G, Zhu X (2009) Automated selecting subset of channels based on CSP in motor imagery brain-computer interface system. In: 2009 IEEE international conference on robotics and biomimetics (ROBIO), pp 2290\u20132294 . https:\/\/doi.org\/10.1109\/ROBIO.2009.5420462","DOI":"10.1109\/ROBIO.2009.5420462"},{"issue":"6","key":"7833_CR8","doi-asserted-by":"publisher","first-page":"783","DOI":"10.1109\/LSP.2018.2823683","volume":"25","author":"V Mishuhina","year":"2018","unstructured":"Mishuhina V, Jiang X (2018) Feature weighting and regularization of common spatial patterns in EEG-based motor imagery BCI. IEEE Signal Process Lett 25(6):783\u2013787. https:\/\/doi.org\/10.1109\/LSP.2018.2823683","journal-title":"IEEE Signal Process Lett"},{"issue":"2","key":"7833_CR9","doi-asserted-by":"publisher","first-page":"326","DOI":"10.1016\/j.neuroimage.2005.05.032","volume":"28","author":"LC Parra","year":"2005","unstructured":"Parra LC, Spence CD, Gerson AD, Sajda P (2005) Recipes for the linear analysis of EEG. Neuroimage 28(2):326\u2013341. https:\/\/doi.org\/10.1016\/j.neuroimage.2005.05.032","journal-title":"Neuroimage"},{"key":"7833_CR10","doi-asserted-by":"publisher","unstructured":"Wang Y, Gao S, Gao X (2006) Common spatial pattern method for channel selection in motor imagery based brain-computer interface. In: 2005 IEEE engineering in medicine and biology 27th annual conference, pp 5392\u20135395. https:\/\/doi.org\/10.3389\/fnhum.2022.880304","DOI":"10.3389\/fnhum.2022.880304"},{"issue":"8","key":"7833_CR11","doi-asserted-by":"publisher","first-page":"1991","DOI":"10.1109\/TBME.2008.921154","volume":"55","author":"M Grosse-Wentrup","year":"2008","unstructured":"Grosse-Wentrup M, Buss M (2008) Multiclass common spatial patterns and information theoretic feature extraction. IEEE Trans Biomed Eng 55(8):1991\u20132000. https:\/\/doi.org\/10.1109\/TBME.2008.921154","journal-title":"IEEE Trans Biomed Eng"},{"key":"7833_CR12","doi-asserted-by":"publisher","unstructured":"Lu H, Plataniotis KN, Venetsanopoulos AN (2009) Regularized common spatial patterns with generic learning for eeg signal classification. In: 2009 annual international conference of the IEEE engineering in medicine and biology society, pp 6599\u20136602 . https:\/\/doi.org\/10.1109\/IEMBS.2005.1616947","DOI":"10.1109\/IEMBS.2005.1616947"},{"issue":"8","key":"7833_CR13","doi-asserted-by":"publisher","first-page":"683","DOI":"10.1109\/LSP.2009.2022557","volume":"16","author":"H Kang","year":"2009","unstructured":"Kang H, Nam Y, Choi S (2009) Composite common spatial pattern for subject-to-subject transfer. IEEE Signal Process Lett 16(8):683\u2013686. https:\/\/doi.org\/10.1109\/LSP.2009.2022557","journal-title":"IEEE Signal Process Lett"},{"issue":"6","key":"7833_CR14","doi-asserted-by":"publisher","first-page":"1865","DOI":"10.1109\/TBME.2011.2131142","volume":"58","author":"M Arvaneh","year":"2011","unstructured":"Arvaneh M, Guan C, Ang KK, Quek C (2011) Optimizing the channel selection and classification accuracy in EEG-based BCI. IEEE Trans Biomed Eng 58(6):1865\u20131873. https:\/\/doi.org\/10.1109\/TBME.2011.2131142","journal-title":"IEEE Trans Biomed Eng"},{"key":"7833_CR15","doi-asserted-by":"publisher","DOI":"10.1155\/2019\/8068357","author":"JK Feng","year":"2019","unstructured":"Feng JK, Jin J, Daly I, Zhou J, Niu Y, Wang X, Cichocki A (2019) An optimized channel selection method based on multifrequency CSP-rank for motor imagery-based BCI system. Comput Intell Neurosci. https:\/\/doi.org\/10.1155\/2019\/8068357","journal-title":"Comput Intell Neurosci"},{"key":"7833_CR16","doi-asserted-by":"publisher","first-page":"458","DOI":"10.1109\/TNSRE.2021.3055276","volume":"29","author":"C Li","year":"2021","unstructured":"Li C, Zhou W, Liu G, Zhang Y, Geng M, Liu Z, Wang S, Shang W (2021) Seizure onset detection using empirical mode decomposition and common spatial pattern. IEEE Trans Neural Syst Rehabil Eng 29:458\u2013467. https:\/\/doi.org\/10.1109\/TNSRE.2021.3055276","journal-title":"IEEE Trans Neural Syst Rehabil Eng"},{"key":"7833_CR17","doi-asserted-by":"publisher","DOI":"10.1007\/s11517-021-02488-7","author":"J Sun","year":"2022","unstructured":"Sun J, Wei M, Luo N, Li Z, Wang H (2022) Euler common spatial patterns for EEG classification. Med Biol Eng Comput. https:\/\/doi.org\/10.1007\/s11517-021-02488-7","journal-title":"Med Biol Eng Comput"},{"key":"7833_CR18","doi-asserted-by":"publisher","unstructured":"Borghini G, Vecchiato G, Toppi J, Astolfi L, Maglione A, Isabella R, Caltagirone C, Kong W, Wei D, Zhou Z et al (2012) Assessment of mental fatigue during car driving by using high resolution eeg activity and neurophysiologic indices. In: 2012 annual international conference of the IEEE engineering in medicine and biology society, pp 6442\u20136445 . https:\/\/doi.org\/10.1109\/EMBC.2012.6347469","DOI":"10.1109\/EMBC.2012.6347469"},{"key":"7833_CR19","doi-asserted-by":"publisher","unstructured":"Chin ZY, Ang KK, Wang C, Guan C, Zhang H (2009) Multi-class filter bank common spatial pattern for four-class motor imagery BCI. In: 2009 annual international conference of the IEEE engineering in medicine and biology society, pp 571\u2013574 . https:\/\/doi.org\/10.1109\/IEMBS.2009.5332383","DOI":"10.1109\/IEMBS.2009.5332383"},{"key":"7833_CR20","doi-asserted-by":"publisher","unstructured":"Hope RM, Wang Z, Wang Z, Ji Q, Gray WD (2011) Workload classification across subjects using EEG. In: Proceedings of the human factors and ergonomics society annual meeting, vol 55, pp 202\u2013206. https:\/\/doi.org\/10.1177\/1071181311551042","DOI":"10.1177\/1071181311551042"}],"container-title":["Neural Computing and Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-022-07833-x.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s00521-022-07833-x\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-022-07833-x.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,1,9]],"date-time":"2023-01-09T17:14:49Z","timestamp":1673284489000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s00521-022-07833-x"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,9,27]]},"references-count":20,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2023,1]]}},"alternative-id":["7833"],"URL":"https:\/\/doi.org\/10.1007\/s00521-022-07833-x","relation":{},"ISSN":["0941-0643","1433-3058"],"issn-type":[{"type":"print","value":"0941-0643"},{"type":"electronic","value":"1433-3058"}],"subject":[],"published":{"date-parts":[[2022,9,27]]},"assertion":[{"value":"24 October 2021","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"8 September 2022","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"27 September 2022","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"Both authors declare that there is no conflict of interest.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}}]}}