{"id":"https://openalex.org/W2158571299","doi":"https://doi.org/10.1109/ijcnn.2011.6033248","title":"Filter Bank Common Spatial Pattern (FBCSP) algorithm using online adaptive and semi-supervised learning","display_name":"Filter Bank Common Spatial Pattern (FBCSP) algorithm using online adaptive and semi-supervised learning","publication_year":2011,"publication_date":"2011-07-01","ids":{"openalex":"https://openalex.org/W2158571299","doi":"https://doi.org/10.1109/ijcnn.2011.6033248","mag":"2158571299"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2011.6033248","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2011.6033248","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2011 International Joint Conference on Neural Networks","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100320376","display_name":"Kai Keng Ang","orcid":"https://orcid.org/0000-0002-3053-6311"},"institutions":[{"id":"https://openalex.org/I3005327000","display_name":"Institute for Infocomm Research","ror":"https://ror.org/053rfa017","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3005327000","https://openalex.org/I91275662"]},{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Kai Keng Ang","raw_affiliation_strings":["Institute for Infocomm Research, Agency for Science, Technology and Research (ASTAR), Singapore"],"affiliations":[{"raw_affiliation_string":"Institute for Infocomm Research, Agency for Science, Technology and Research (ASTAR), Singapore","institution_ids":["https://openalex.org/I3005327000","https://openalex.org/I115228651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074299444","display_name":"Zheng Yang Chin","orcid":"https://orcid.org/0000-0001-8136-4671"},"institutions":[{"id":"https://openalex.org/I3005327000","display_name":"Institute for Infocomm Research","ror":"https://ror.org/053rfa017","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3005327000","https://openalex.org/I91275662"]},{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Zheng Yang Chin","raw_affiliation_strings":["Institute for Infocomm Research, Agency for Science, Technology and Research (ASTAR), Singapore"],"affiliations":[{"raw_affiliation_string":"Institute for Infocomm Research, Agency for Science, Technology and Research (ASTAR), Singapore","institution_ids":["https://openalex.org/I3005327000","https://openalex.org/I115228651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101991566","display_name":"Haihong Zhang","orcid":"https://orcid.org/0000-0003-3199-0126"},"institutions":[{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]},{"id":"https://openalex.org/I3005327000","display_name":"Institute for Infocomm Research","ror":"https://ror.org/053rfa017","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3005327000","https://openalex.org/I91275662"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Haihong Zhang","raw_affiliation_strings":["Institute for Infocomm Research, Agency for Science, Technology and Research (ASTAR), Singapore"],"affiliations":[{"raw_affiliation_string":"Institute for Infocomm Research, Agency for Science, Technology and Research (ASTAR), Singapore","institution_ids":["https://openalex.org/I3005327000","https://openalex.org/I115228651"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031778999","display_name":"Cuntai Guan","orcid":"https://orcid.org/0000-0002-0872-3276"},"institutions":[{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]},{"id":"https://openalex.org/I3005327000","display_name":"Institute for Infocomm Research","ror":"https://ror.org/053rfa017","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3005327000","https://openalex.org/I91275662"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Cuntai Guan","raw_affiliation_strings":["Institute for Infocomm Research, Agency for Science, Technology and Research (ASTAR), Singapore"],"affiliations":[{"raw_affiliation_string":"Institute for Infocomm Research, Agency for Science, Technology and Research (ASTAR), Singapore","institution_ids":["https://openalex.org/I3005327000","https://openalex.org/I115228651"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100320376"],"corresponding_institution_ids":["https://openalex.org/I115228651","https://openalex.org/I3005327000"],"apc_list":null,"apc_paid":null,"fwci":0.8243,"has_fulltext":false,"cited_by_count":32,"citation_normalized_percentile":{"value":0.7235481,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"392","last_page":"396"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":0.9902999997138977,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9455000162124634,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6979107856750488},{"id":"https://openalex.org/keywords/adaptive-filter","display_name":"Adaptive filter","score":0.6242431998252869},{"id":"https://openalex.org/keywords/filter-bank","display_name":"Filter bank","score":0.514349102973938},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4992694854736328},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4636021852493286},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.46211105585098267},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3822063207626343},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35785675048828125},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.19649803638458252}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6979107856750488},{"id":"https://openalex.org/C102248274","wikidata":"https://www.wikidata.org/wiki/Q168388","display_name":"Adaptive filter","level":2,"score":0.6242431998252869},{"id":"https://openalex.org/C100515483","wikidata":"https://www.wikidata.org/wiki/Q3268235","display_name":"Filter bank","level":3,"score":0.514349102973938},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4992694854736328},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4636021852493286},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.46211105585098267},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3822063207626343},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35785675048828125},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.19649803638458252}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn.2011.6033248","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2011.6033248","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2011 International Joint Conference on Neural Networks","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.7599999904632568,"display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1492221128","https://openalex.org/W1988296307","https://openalex.org/W1999542175","https://openalex.org/W2099509424","https://openalex.org/W2105271344","https://openalex.org/W2108824330","https://openalex.org/W2111208616","https://openalex.org/W2115705587","https://openalex.org/W2117654730","https://openalex.org/W2118020555","https://openalex.org/W2124159607","https://openalex.org/W2128404967","https://openalex.org/W2132360759","https://openalex.org/W2133565549","https://openalex.org/W2140413964","https://openalex.org/W2142280324","https://openalex.org/W2144917736","https://openalex.org/W2145673887","https://openalex.org/W2150621701","https://openalex.org/W2153149612","https://openalex.org/W2165177179","https://openalex.org/W6679555981","https://openalex.org/W6681700173","https://openalex.org/W7008319353"],"related_works":["https://openalex.org/W2021595906","https://openalex.org/W2766087987","https://openalex.org/W1606020025","https://openalex.org/W2095992409","https://openalex.org/W106304674","https://openalex.org/W2357857030","https://openalex.org/W2035826164","https://openalex.org/W2063491684","https://openalex.org/W2038621399","https://openalex.org/W1141889541"],"abstract_inverted_index":{"The":[0,137,166,189],"Filter":[1],"Bank":[2],"Common":[3],"Spatial":[4],"Pattern":[5],"(FBCSP)":[6],"algorithm":[7],"employs":[8,63],"multiple":[9],"spatial":[10],"filters":[11],"to":[12,40,102,160],"automatically":[13],"select":[14],"key":[15],"temporal-spatial":[16],"discriminative":[17],"EEG":[18,47],"characteristics":[19],"and":[20,53,144,156,158],"the":[21,42,46,49,60,64,73,90,103,110,118,126,131,150,161,170,184,199,206,222],"Na\u00efve":[22],"Bayesian":[23],"Parzen":[24],"Window":[25],"(NBPW)":[26],"classifier":[27,66,133],"using":[28,67,96,112,134,141,163,172,186,191,208],"offline":[29,164,187],"learning":[30,70,86,115,146,175,194,211],"in":[31,45,202,218],"EEG-based":[32],"Brain-Computer":[33],"Interfaces":[34],"(BCI).":[35],"However,":[36,83],"it":[37],"has":[38],"yet":[39],"address":[41],"non-stationarity":[43],"inherent":[44],"between":[48],"initial":[50],"calibration":[51],"session":[52],"subsequent":[54],"online":[55,68,81,113,142,173,192,209],"sessions.":[56,82],"This":[57],"paper":[58,108],"presents":[59,109],"FBCSP":[61,111,140,162,171,185,190,207],"that":[62,71,87,116,124,169],"NBPW":[65,132],"adaptive":[69,143,193],"augments":[72,89,117],"training":[74,91,119],"data":[75,79,92,95,120,123],"with":[76,93,121],"available":[77,94,122],"labeled":[78],"during":[80],"employing":[84],"semi-supervised":[85,114,145,174,210],"simply":[88],"predicted":[97,135,213],"labels":[98,197,214,224],"can":[99],"be":[100],"detrimental":[101],"classification":[104,180],"accuracy.":[105],"Hence,":[106],"this":[107],"matches":[125],"probabilistic":[127],"model":[128],"captured":[129],"by":[130],"labels.":[136],"performances":[138],"of":[139],"are":[147,225],"evaluated":[148],"on":[149,195,212],"BCI":[151,219],"Competition":[152],"IV":[153],"datasets":[154],"IIa":[155],"IIb":[157],"compared":[159,182],"learning.":[165,188],"results":[167,181,201],"showed":[168],"yielded":[176,198],"relatively":[177],"better":[178],"session-to-session":[179],"against":[183],"true":[196,223],"best":[200],"both":[203],"datasets,":[204],"but":[205],"is":[215],"more":[216],"practical":[217],"applications":[220],"where":[221],"not":[226],"available.":[227]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
