{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,28]],"date-time":"2026-03-28T16:59:27Z","timestamp":1774717167842,"version":"3.50.1"},"reference-count":74,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"10","license":[{"start":{"date-parts":[[2021,10,1]],"date-time":"2021-10-01T00:00:00Z","timestamp":1633046400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2021,10,1]],"date-time":"2021-10-01T00:00:00Z","timestamp":1633046400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,10,1]],"date-time":"2021-10-01T00:00:00Z","timestamp":1633046400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"Faculty of Science at the University of Western Ontario"},{"name":"Science and Technology Development Fund, Macau","award":["055\/2015\/A2"],"award-info":[{"award-number":["055\/2015\/A2"]}]},{"name":"Science and Technology Development Fund, Macau","award":["0045\/2019\/AFJ"],"award-info":[{"award-number":["0045\/2019\/AFJ"]}]},{"name":"University of Macau Research Committee through MYRG Projects","award":["2016-00240-FST"],"award-info":[{"award-number":["2016-00240-FST"]}]},{"name":"University of Macau Research Committee through MYRG Projects","award":["2017-00207-FST"],"award-info":[{"award-number":["2017-00207-FST"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Cybern."],"published-print":{"date-parts":[[2021,10]]},"DOI":"10.1109\/tcyb.2020.2982901","type":"journal-article","created":{"date-parts":[[2020,4,22]],"date-time":"2020-04-22T20:26:04Z","timestamp":1587587164000},"page":"5008-5020","source":"Crossref","is-referenced-by-count":59,"title":["Common Spatial Pattern Reformulated for Regularizations in Brain\u2013Computer Interfaces"],"prefix":"10.1109","volume":"51","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-6108-3589","authenticated-orcid":false,"given":"Boyu","family":"Wang","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1307-6923","authenticated-orcid":false,"given":"Chi Man","family":"Wong","sequence":"additional","affiliation":[]},{"given":"Zhao","family":"Kang","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5225-8199","authenticated-orcid":false,"given":"Feng","family":"Liu","sequence":"additional","affiliation":[]},{"given":"Changjian","family":"Shui","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9359-0737","authenticated-orcid":false,"given":"Feng","family":"Wan","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5451-7230","authenticated-orcid":false,"given":"C. L. Philip","family":"Chen","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1088\/1741-2552\/ab2373"},{"key":"ref72","first-page":"10644","article-title":"Transfer learning via minimizing the performance gap between domains","author":"wang","year":"2019","journal-title":"Proc Adv Neural Inf Process Syst (NeurIPS)"},{"key":"ref71","first-page":"37","article-title":"Hierarchical regularization cascade for joint learning","author":"zweig","year":"2013","journal-title":"Proc Int Conf Mach Learn (ICML)"},{"key":"ref70","first-page":"2097","article-title":"Generalized dictionary for multitask learning with boosting","author":"wang","year":"2016","journal-title":"Proc Int Joint Conf Artif Intell (IJCAI)"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2020.2975552"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1088\/1741-2560\/9\/4\/045010"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1155\/2007\/74895"},{"key":"ref33","first-page":"1017","article-title":"Deflation methods for sparse PCA","author":"mackey","year":"2009","journal-title":"Proc Adv Neural Inf Process Syst (NIPS)"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1145\/1553374.1553434"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-007-5040-8"},{"key":"ref30","first-page":"3362","article-title":"Multitask metric learning: Theory and algorithm","author":"wang","year":"2019","journal-title":"Proc Int Conf Artif Intell Stat (AISTATS)"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2004.827827"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-91578-4"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1214\/009053604000000067"},{"key":"ref34","first-page":"1383","article-title":"Learning task grouping and overlap in multi-task learning","author":"kumar","year":"2012","journal-title":"Proc Int Conf Mach Learn (ICML)"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2011.11.003"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2004.827088"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1088\/1741-2560\/2\/4\/L02"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1088\/1741-2560\/3\/3\/003"},{"key":"ref28","first-page":"339","article-title":"Multi-task feature learning via efficient $\\ell_{2,1}$\n-norm minimization","author":"liu","year":"2009","journal-title":"Proc Conf Uncertainty Artif Intell (UAI)"},{"key":"ref64","first-page":"1157","article-title":"An introduction to variable and feature selection","volume":"3","author":"guyon","year":"2003","journal-title":"J Mach Learn Res"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1023\/A:1007379606734"},{"key":"ref65","first-page":"1","article-title":"Statistical comparisons of classifiers over multiple data sets","volume":"7","author":"dem\u0161ar","year":"2006","journal-title":"J Mach Learn Res"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.2307\/3001968"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1145\/1014052.1014067"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.2307\/2279372"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2018.2841847"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2019.2963709"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2015.2479240"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/S1388-2457(02)00057-3"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1111\/j.2517-6161.1996.tb02080.x"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2009.191"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/s11222-008-9111-x"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-007-5039-1"},{"key":"ref23","first-page":"513","article-title":"A kernel method for the two-sample-problem","author":"gretton","year":"2007","journal-title":"Proc Adv Neural Inf Process Syst (NIPS)"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2017.2655048"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2008.235"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2016.2544108"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2017.2742541"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1198\/106186006X113430"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2014.05.012"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/RBME.2013.2290621"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1155\/2011\/217987"},{"key":"ref55","first-page":"17","article-title":"Multitask learning for brain&#x2013;computer interfaces","author":"alamgir","year":"2010","journal-title":"Proc Int Conf Artif Intell Statist (AISTATS)"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2010.2082539"},{"key":"ref53","first-page":"6599","article-title":"Regularized common spatial patterns with generic learning for EEG signal classification","author":"lu","year":"2009","journal-title":"Proc IEEE EMBS Conf Neural Eng (NER)"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2009.2022557"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2008.4408441"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/86.895946"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2013.2279680"},{"key":"ref12","article-title":"Common spatial patterns based on the quantized minimum error entropy criterion","author":"chen","year":"2018","journal-title":"IEEE Trans Syst Man Cybern Syst"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2011.2131142"},{"key":"ref14","first-page":"2115","article-title":"Multitask generalized eigenvalue program","author":"wang","year":"2016","journal-title":"Proc AAAI Conf Artif Intell (AAAI)"},{"key":"ref15","author":"bishop","year":"2006","journal-title":"Pattern Recognition and Machine Learning"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1561\/2200000015"},{"key":"ref17","first-page":"41","article-title":"Multi-task feature learning","author":"argyriou","year":"2007","journal-title":"Proc Adv Neural Inf Process Syst (NIPS)"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1201\/b18401"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9781107298019"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.2016.2523762"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2015.2498974"},{"key":"ref6","doi-asserted-by":"crossref","first-page":"1436","DOI":"10.1109\/TBME.2014.2300164","article-title":"Visual and auditory brain&#x2013;computer interfaces","volume":"61","author":"gao","year":"2014","journal-title":"IEEE Trans Biomed Eng"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/2911172.2911178"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/5.939829"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1088\/1741-2560\/8\/2\/025020"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1162\/NECO_a_00474"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1088\/1741-2560\/4\/2\/R01"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2015.2394443"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-010-5226-3"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/MCI.2015.2501545"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.7551\/mitpress\/9780262017091.001.0001"},{"key":"ref42","first-page":"417","article-title":"Sparse spatial filter optimization for EEG channel reduction in brain&#x2013;computer interface","author":"yong","year":"2008","journal-title":"Proc IEEE Int Conf Acoustics Speech Signal Process (ICASSP)"},{"key":"ref41","first-page":"5392","article-title":"Common spatial pattern method for channel selection in motor imagery based brain-computer interface","author":"wang","year":"2006","journal-title":"Proc Int Conf Eng Med Biol Soc (EMBC)"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1186\/s13634-015-0251-9"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/NER.2011.5910558"}],"container-title":["IEEE Transactions on Cybernetics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6221036\/9568742\/09076261.pdf?arnumber=9076261","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,10]],"date-time":"2022-05-10T14:53:23Z","timestamp":1652194403000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9076261\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,10]]},"references-count":74,"journal-issue":{"issue":"10"},"URL":"https:\/\/doi.org\/10.1109\/tcyb.2020.2982901","relation":{},"ISSN":["2168-2267","2168-2275"],"issn-type":[{"value":"2168-2267","type":"print"},{"value":"2168-2275","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,10]]}}}