{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,24]],"date-time":"2026-01-24T00:35:23Z","timestamp":1769214923456,"version":"3.49.0"},"reference-count":30,"publisher":"Wiley","license":[{"start":{"date-parts":[[2011,1,1]],"date-time":"2011-01-01T00:00:00Z","timestamp":1293840000000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/3.0\/"}],"funder":[{"name":"Flemish Regional Ministry of Education","award":["GOA 10\/019"],"award-info":[{"award-number":["GOA 10\/019"]}]},{"name":"Flemish Regional Ministry of Education","award":["IST-2007-217077"],"award-info":[{"award-number":["IST-2007-217077"]}]},{"name":"Flemish Regional Ministry of Education","award":["G.0588.09"],"award-info":[{"award-number":["G.0588.09"]}]},{"name":"Flemish Regional Ministry of Education","award":["IUAP P6\/29"],"award-info":[{"award-number":["IUAP P6\/29"]}]},{"DOI":"10.13039\/501100000780","name":"European Commission","doi-asserted-by":"publisher","award":["GOA 10\/019"],"award-info":[{"award-number":["GOA 10\/019"]}],"id":[{"id":"10.13039\/501100000780","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100000780","name":"European Commission","doi-asserted-by":"publisher","award":["IST-2007-217077"],"award-info":[{"award-number":["IST-2007-217077"]}],"id":[{"id":"10.13039\/501100000780","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100000780","name":"European Commission","doi-asserted-by":"publisher","award":["G.0588.09"],"award-info":[{"award-number":["G.0588.09"]}],"id":[{"id":"10.13039\/501100000780","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100000780","name":"European Commission","doi-asserted-by":"publisher","award":["IUAP P6\/29"],"award-info":[{"award-number":["IUAP P6\/29"]}],"id":[{"id":"10.13039\/501100000780","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003132","name":"Agentschap voor Innovatie door Wetenschap en Technologie","doi-asserted-by":"publisher","award":["GOA 10\/019"],"award-info":[{"award-number":["GOA 10\/019"]}],"id":[{"id":"10.13039\/501100003132","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003132","name":"Agentschap voor Innovatie door Wetenschap en Technologie","doi-asserted-by":"publisher","award":["IST-2007-217077"],"award-info":[{"award-number":["IST-2007-217077"]}],"id":[{"id":"10.13039\/501100003132","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003132","name":"Agentschap voor Innovatie door Wetenschap en Technologie","doi-asserted-by":"publisher","award":["G.0588.09"],"award-info":[{"award-number":["G.0588.09"]}],"id":[{"id":"10.13039\/501100003132","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003132","name":"Agentschap voor Innovatie door Wetenschap en Technologie","doi-asserted-by":"publisher","award":["IUAP P6\/29"],"award-info":[{"award-number":["IUAP P6\/29"]}],"id":[{"id":"10.13039\/501100003132","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Belgian Fund for Scientific Research","award":["GOA 10\/019"],"award-info":[{"award-number":["GOA 10\/019"]}]},{"name":"Belgian Fund for Scientific Research","award":["IST-2007-217077"],"award-info":[{"award-number":["IST-2007-217077"]}]},{"name":"Belgian Fund for Scientific Research","award":["G.0588.09"],"award-info":[{"award-number":["G.0588.09"]}]},{"name":"Belgian Fund for Scientific Research","award":["IUAP P6\/29"],"award-info":[{"award-number":["IUAP P6\/29"]}]},{"name":"Belgian Science Policy","award":["GOA 10\/019"],"award-info":[{"award-number":["GOA 10\/019"]}]},{"name":"Belgian Science Policy","award":["IST-2007-217077"],"award-info":[{"award-number":["IST-2007-217077"]}]},{"name":"Belgian Science Policy","award":["G.0588.09"],"award-info":[{"award-number":["G.0588.09"]}]},{"name":"Belgian Science Policy","award":["IUAP P6\/29"],"award-info":[{"award-number":["IUAP P6\/29"]}]},{"name":"Flemish Regional Ministry of Education","award":["GOA 10\/019"],"award-info":[{"award-number":["GOA 10\/019"]}]},{"name":"Flemish Regional Ministry of Education","award":["IST-2007-217077"],"award-info":[{"award-number":["IST-2007-217077"]}]},{"name":"Flemish Regional Ministry of Education","award":["G.0588.09"],"award-info":[{"award-number":["G.0588.09"]}]},{"name":"Flemish Regional Ministry of Education","award":["IUAP P6\/29"],"award-info":[{"award-number":["IUAP P6\/29"]}]},{"name":"Belgian Science Policy","award":["GOA 10\/019"],"award-info":[{"award-number":["GOA 10\/019"]}]},{"name":"Belgian Science Policy","award":["IST-2007-217077"],"award-info":[{"award-number":["IST-2007-217077"]}]},{"name":"Belgian Science Policy","award":["G.0588.09"],"award-info":[{"award-number":["G.0588.09"]}]},{"name":"Belgian Science Policy","award":["IUAP P6\/29"],"award-info":[{"award-number":["IUAP P6\/29"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Computational Intelligence and Neuroscience"],"published-print":{"date-parts":[[2011]]},"abstract":"<jats:p>We report on tests with a mind typing paradigm based on a P300 brain-computer interface (BCI) on a group of amyotrophic lateral sclerosis (ALS), middle cerebral artery (MCA) stroke, and subarachnoid hemorrhage (SAH) patients, suffering from motor and speech disabilities. We investigate the achieved typing accuracy given the individual patient's disorder, and how it correlates with the type of classifier used. We considered 7 types of classifiers, linear as well as nonlinear ones, and found that, overall, one type of linear classifier yielded a higher classification accuracy. In addition to the selection of the classifier, we also suggest and discuss a number of recommendations to be considered when building a P300-based typing system for disabled subjects.<\/jats:p>","DOI":"10.1155\/2011\/519868","type":"journal-article","created":{"date-parts":[[2011,9,18]],"date-time":"2011-09-18T15:01:11Z","timestamp":1316358071000},"page":"1-12","source":"Crossref","is-referenced-by-count":84,"title":["Comparison of Classification Methods for P300 Brain-Computer Interface on Disabled Subjects"],"prefix":"10.1155","volume":"2011","author":[{"given":"Nikolay V.","family":"Manyakov","sequence":"first","affiliation":[{"name":"Laboratorium voor Neuro- en Psychofysiologie, K.U.Leuven, Campus Gasthuisberg, O&N 2, Bus 1021, Herestraat 49, B-3000 Leuven, Belgium"}]},{"given":"Nikolay","family":"Chumerin","sequence":"additional","affiliation":[{"name":"Laboratorium voor Neuro- en Psychofysiologie, K.U.Leuven, Campus Gasthuisberg, O&N 2, Bus 1021, Herestraat 49, B-3000 Leuven, Belgium"}]},{"given":"Adrien","family":"Combaz","sequence":"additional","affiliation":[{"name":"Laboratorium voor Neuro- en Psychofysiologie, K.U.Leuven, Campus Gasthuisberg, O&N 2, Bus 1021, Herestraat 49, B-3000 Leuven, Belgium"}]},{"given":"Marc M.","family":"Van Hulle","sequence":"additional","affiliation":[{"name":"Laboratorium voor Neuro- en Psychofysiologie, K.U.Leuven, Campus Gasthuisberg, O&N 2, Bus 1021, Herestraat 49, B-3000 Leuven, Belgium"}]}],"member":"311","reference":[{"key":"1","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2008.4408438"},{"key":"2","year":"2005"},{"issue":"6","key":"3","doi-asserted-by":"crossref","first-page":"510","DOI":"10.1016\/0013-4694(88)90149-6","volume":"70","year":"1988","journal-title":"Electroencephalography and Clinical Neurophysiology"},{"key":"4","doi-asserted-by":"publisher","DOI":"10.1016\/j.clinph.2008.03.034"},{"key":"5","doi-asserted-by":"publisher","DOI":"10.1016\/j.clinph.2005.06.027"},{"key":"6","doi-asserted-by":"publisher","DOI":"10.1016\/j.clinph.2005.07.024"},{"key":"7","doi-asserted-by":"publisher","DOI":"10.1016\/j.jneumeth.2007.03.005"},{"issue":"60","key":"8","first-page":"1","volume":"3","year":"2009","journal-title":"Frontiers in Neuroscience"},{"key":"9","doi-asserted-by":"publisher","DOI":"10.3109\/17482961003777470"},{"issue":"4","key":"10","doi-asserted-by":"crossref","first-page":"299","DOI":"10.1088\/1741-2560\/3\/4\/007","volume":"3","year":"2006","journal-title":"Journal of Neural Engineering"},{"issue":"2","key":"12","doi-asserted-by":"crossref","first-page":"R1","DOI":"10.1088\/1741-2560\/4\/2\/R01","volume":"4","year":"2007","journal-title":"Journal of Neural Engineering"},{"key":"13","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-04617-9_43"},{"key":"15","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2010.2058804"},{"key":"16","first-page":"41","volume-title":"Bayesian inference: an introduction to principles and practice in machine learning","year":"2004"},{"key":"17","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2005.862695"},{"key":"18","year":"1995"},{"key":"19","year":"2002"},{"key":"20","first-page":"169","volume-title":"Making large-scale SVM learning practical","year":"1999"},{"key":"21","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2007.891630"},{"key":"23","doi-asserted-by":"publisher","DOI":"10.1007\/BF02551274"},{"key":"24","doi-asserted-by":"publisher","DOI":"10.1016\/j.clinph.2006.08.012"},{"key":"25","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2004.838443"},{"key":"26","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2010.2078834"},{"key":"27","doi-asserted-by":"publisher","DOI":"10.1016\/j.jneumeth.2007.07.017"},{"key":"28","first-page":"31","volume-title":"Non-invasive brain-computer interface research at the Wadsworth Center","year":"2007"},{"key":"29","doi-asserted-by":"publisher","DOI":"10.1142\/S0219635209002320"},{"key":"30","doi-asserted-by":"publisher","DOI":"10.1186\/1744-9081-6-28"},{"key":"31","doi-asserted-by":"publisher","DOI":"10.1016\/j.clinph.2010.01.030"},{"key":"32","doi-asserted-by":"publisher","DOI":"10.1155\/2010\/307254"},{"key":"34","doi-asserted-by":"crossref","first-page":"164","DOI":"10.2490\/jjrm1963.35.164","volume":"35","year":"1998","journal-title":"Japanese Journal of Rehabilitation Medicine"}],"container-title":["Computational Intelligence and Neuroscience"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/downloads.hindawi.com\/journals\/cin\/2011\/519868.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/cin\/2011\/519868.xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/cin\/2011\/519868.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,6,20]],"date-time":"2017-06-20T02:32:20Z","timestamp":1497925940000},"score":1,"resource":{"primary":{"URL":"http:\/\/www.hindawi.com\/journals\/cin\/2011\/519868\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2011]]},"references-count":30,"alternative-id":["519868","519868"],"URL":"https:\/\/doi.org\/10.1155\/2011\/519868","relation":{},"ISSN":["1687-5265","1687-5273"],"issn-type":[{"value":"1687-5265","type":"print"},{"value":"1687-5273","type":"electronic"}],"subject":[],"published":{"date-parts":[[2011]]}}}