{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,30]],"date-time":"2026-07-30T03:12:58Z","timestamp":1785381178618,"version":"3.55.0"},"reference-count":54,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2017,8,1]],"date-time":"2017-08-01T00:00:00Z","timestamp":1501545600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"DOI":"10.13039\/100006754","name":"Army Research Laboratory","doi-asserted-by":"publisher","award":["W911NF-10-2-0022"],"award-info":[{"award-number":["W911NF-10-2-0022"]}],"id":[{"id":"10.13039\/100006754","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100006754","name":"Army Research Laboratory","doi-asserted-by":"publisher","award":["W911NF-10-D-0002\/TO 0023"],"award-info":[{"award-number":["W911NF-10-D-0002\/TO 0023"]}],"id":[{"id":"10.13039\/100006754","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Human-Mach. Syst."],"published-print":{"date-parts":[[2017,8]]},"DOI":"10.1109\/thms.2016.2608931","type":"journal-article","created":{"date-parts":[[2016,9,30]],"date-time":"2016-09-30T18:33:45Z","timestamp":1475260425000},"page":"550-563","source":"Crossref","is-referenced-by-count":96,"title":["Online and Offline Domain Adaptation for Reducing BCI Calibration Effort"],"prefix":"10.1109","volume":"47","author":[{"given":"Dongrui","family":"Wu","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2009.2038406"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1166\/jnsne.2014.1092"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2008.4408447"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2009.191"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2015.2502323"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2012.2185009"},{"key":"ref37","article-title":"Machine learning from imbalanced data sets 101","author":"provost","year":"2000"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1037\/0278-7393.2.5.509"},{"key":"ref35","doi-asserted-by":"crossref","DOI":"10.1088\/1741-2560\/8\/3\/036025","article-title":"Closing the loop in cortically-coupled computer vision: A brain-computer interface for searching image databases","volume":"8","author":"pohlmeyer","year":"2011","journal-title":"J Neural Eng"},{"key":"ref34","doi-asserted-by":"crossref","DOI":"10.7551\/mitpress\/1140.001.0001","author":"picard","year":"1997","journal-title":"Affective Computing"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2010.2082539"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2010.5495183"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2015.2404941"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2011.2172210"},{"key":"ref1","first-page":"17","article-title":"Multitask learning for brain-computer interfaces","author":"alamgir","year":"2010","journal-title":"Proc 13th Int Conf Artif Intell Stat"},{"key":"ref20","first-page":"719","article-title":"A P300 BCI for the masses: Prior information enables instant unsupervised spelling","author":"kindermans","year":"2012","journal-title":"Proc Neural Inf Process Syst Conf"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/SMC.2015.558"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.visres.2012.03.014"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-74958-5_63"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-007-5039-1"},{"key":"ref26","first-page":"83","article-title":"Class imbalance problem in data mining: Review","volume":"2","author":"longadge","year":"2013","journal-title":"Int J Comp Sci and Netw"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2013.111"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/SMC.2016.7844328"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2016.2544108"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1088\/1741-2560\/8\/2\/025005"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/SMC.2015.557"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/ACII.2015.7344626"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1037\/0096-1523.21.1.109"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1162\/jocn.2006.18.5.766"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2013.2253608"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.jneumeth.2003.10.009"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.1961.10482090"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1080\/00401706.1964.10490181"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1214\/aoms\/1177731944"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2008.2009768"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuropsychologia.2003.07.009"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.3233\/IDA-2002-6504"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/MCI.2015.2501545"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1111\/j.2517-6161.1995.tb02031.x"},{"key":"ref3","first-page":"2399","article-title":"Manifold regularization: A geometric framework for learning from labeled and unlabeled examples","volume":"7","author":"belkin","year":"2006","journal-title":"J Mach Learn Res"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/S0167-8760(02)00031-4"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2008.2003381"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/1961189.1961199"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/BF01067978"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0056624"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.7551\/mitpress\/9780262033589.001.0001"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/ICIST.2015.7288989"},{"key":"ref45","author":"vapnik","year":"1998","journal-title":"Statistical Learning Theory"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/SMC.2014.6974353"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/ACII.2015.7344682"},{"key":"ref42","article-title":"Active learning literature survey","author":"settles","year":"2009"},{"key":"ref41","doi-asserted-by":"crossref","DOI":"10.7551\/mitpress\/4175.001.0001","author":"scholkopf","year":"2001","journal-title":"Learning With Kernels Support Vector Machines Regularization Optimization and Beyond"},{"key":"ref44","article-title":"Use of volunteers as subjects of research","year":"1990"},{"key":"ref43","article-title":"Code of federal regulations protection of human subjects","year":"1999"}],"container-title":["IEEE Transactions on Human-Machine Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6221037\/7979721\/07580614.pdf?arnumber=7580614","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,10]],"date-time":"2025-06-10T22:11:13Z","timestamp":1749593473000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/7580614\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,8]]},"references-count":54,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/thms.2016.2608931","relation":{},"ISSN":["2168-2291","2168-2305"],"issn-type":[{"value":"2168-2291","type":"print"},{"value":"2168-2305","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,8]]}}}