{"id":"https://openalex.org/W2118818347","doi":"https://doi.org/10.1109/bmei.2009.5305646","title":"A Framework of Adaptive Brain Computer Interfaces","display_name":"A Framework of Adaptive Brain Computer Interfaces","publication_year":2009,"publication_date":"2009-01-01","ids":{"openalex":"https://openalex.org/W2118818347","doi":"https://doi.org/10.1109/bmei.2009.5305646","mag":"2118818347"},"language":"en","primary_location":{"id":"doi:10.1109/bmei.2009.5305646","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bmei.2009.5305646","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 2nd International Conference on Biomedical Engineering and Informatics","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/A5044875459","display_name":"Yan Li","orcid":"https://orcid.org/0000-0002-2054-2611"},"institutions":[{"id":"https://openalex.org/I114531698","display_name":"Tokyo Institute of Technology","ror":"https://ror.org/0112mx960","country_code":"JP","type":"education","lineage":["https://openalex.org/I114531698"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Yan Li","raw_affiliation_strings":["Department of Computational Intelligence and Systems Science, Tokyo Institute of Technology, Japan","Dept. of Comput. Intell. & Syst. Sci., Tokyo Inst. of Technol., Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Computational Intelligence and Systems Science, Tokyo Institute of Technology, Japan","institution_ids":["https://openalex.org/I114531698"]},{"raw_affiliation_string":"Dept. of Comput. Intell. & Syst. Sci., Tokyo Inst. of Technol., Tokyo, Japan","institution_ids":["https://openalex.org/I114531698"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055913048","display_name":"Yasuharu Koike","orcid":"https://orcid.org/0000-0002-8169-0044"},"institutions":[{"id":"https://openalex.org/I114531698","display_name":"Tokyo Institute of Technology","ror":"https://ror.org/0112mx960","country_code":"JP","type":"education","lineage":["https://openalex.org/I114531698"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yasuharu Koike","raw_affiliation_strings":["Precision and Intelligence, Tokyo Institute of Technology, Japan","Precision & Intell. Lab., Tokyo Inst. of Technol., Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"Precision and Intelligence, Tokyo Institute of Technology, Japan","institution_ids":["https://openalex.org/I114531698"]},{"raw_affiliation_string":"Precision & Intell. Lab., Tokyo Inst. of Technol., Tokyo, Japan","institution_ids":["https://openalex.org/I114531698"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072744508","display_name":"Masashi Sugiyama","orcid":"https://orcid.org/0000-0001-6658-6743"},"institutions":[{"id":"https://openalex.org/I114531698","display_name":"Tokyo Institute of Technology","ror":"https://ror.org/0112mx960","country_code":"JP","type":"education","lineage":["https://openalex.org/I114531698"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Masashi Sugiyama","raw_affiliation_strings":["Department of Computer Science, Tokyo Institute of Technology, Tokyo, Japan","Dept. of Comput. Sci., Tokyo Inst. of Technol. Tokyo, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Tokyo Institute of Technology, Tokyo, Japan","institution_ids":["https://openalex.org/I114531698"]},{"raw_affiliation_string":"Dept. of Comput. Sci., Tokyo Inst. of Technol. Tokyo, Tokyo, Japan","institution_ids":["https://openalex.org/I114531698"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5044875459"],"corresponding_institution_ids":["https://openalex.org/I114531698"],"apc_list":null,"apc_paid":null,"fwci":0.5627,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.67373552,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":1.0,"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":1.0,"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":0.9968000054359436,"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/T10581","display_name":"Neural dynamics and brain function","score":0.9952999949455261,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.8887042999267578},{"id":"https://openalex.org/keywords/covariate","display_name":"Covariate","score":0.8211064338684082},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.763384222984314},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.7227139472961426},{"id":"https://openalex.org/keywords/session","display_name":"Session (web analytics)","score":0.7220394015312195},{"id":"https://openalex.org/keywords/linear-discriminant-analysis","display_name":"Linear discriminant analysis","score":0.6603313684463501},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.6207259893417358},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4917793571949005},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.43432024121284485},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32781854271888733},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.12114176154136658},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.07660415768623352}],"concepts":[{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.8887042999267578},{"id":"https://openalex.org/C119043178","wikidata":"https://www.wikidata.org/wiki/Q320723","display_name":"Covariate","level":2,"score":0.8211064338684082},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.763384222984314},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.7227139472961426},{"id":"https://openalex.org/C2779182362","wikidata":"https://www.wikidata.org/wiki/Q17126187","display_name":"Session (web analytics)","level":2,"score":0.7220394015312195},{"id":"https://openalex.org/C69738355","wikidata":"https://www.wikidata.org/wiki/Q1228929","display_name":"Linear discriminant analysis","level":2,"score":0.6603313684463501},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.6207259893417358},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4917793571949005},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.43432024121284485},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32781854271888733},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.12114176154136658},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.07660415768623352},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/bmei.2009.5305646","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bmei.2009.5305646","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 2nd International Conference on Biomedical Engineering and Informatics","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.386.5617","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.386.5617","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://sugiyama-www.cs.titech.ac.jp/~sugi/2009/BMEI2009.pdf","raw_type":"text"},{"id":"pmh:oai:t2r2.star.titech.ac.jp:50086186","is_oa":false,"landing_page_url":"http://t2r2.star.titech.ac.jp/cgi-bin/publicationinfo.cgi?q_publication_content_number=CTT100591981","pdf_url":null,"source":{"id":"https://openalex.org/S4377196385","display_name":"Tokyo Tech Research Repository (Tokyo Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114531698","host_organization_name":"Tokyo Institute of Technology","host_organization_lineage":["https://openalex.org/I114531698"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Paper"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.699999988079071}],"awards":[],"funders":[{"id":"https://openalex.org/F4320334789","display_name":"Japan Science and Technology Agency","ror":"https://ror.org/00097mb19"},{"id":"https://openalex.org/F4320338075","display_name":"Core Research for Evolutional Science and Technology","ror":"https://ror.org/00097mb19"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W189742998","https://openalex.org/W1663973292","https://openalex.org/W1973260823","https://openalex.org/W1974477700","https://openalex.org/W2014714591","https://openalex.org/W2034368206","https://openalex.org/W2045224171","https://openalex.org/W2049355928","https://openalex.org/W2054482367","https://openalex.org/W2062291443","https://openalex.org/W2075647286","https://openalex.org/W2102819635","https://openalex.org/W2110746591","https://openalex.org/W2111208616","https://openalex.org/W2117654730","https://openalex.org/W2125814313","https://openalex.org/W2126892270","https://openalex.org/W2128404967","https://openalex.org/W2128495200","https://openalex.org/W2131251829","https://openalex.org/W2131780467","https://openalex.org/W2157226848","https://openalex.org/W2163756472","https://openalex.org/W2165177179","https://openalex.org/W2165876566","https://openalex.org/W2166058190","https://openalex.org/W2170935389","https://openalex.org/W6682828187"],"related_works":["https://openalex.org/W2154776039","https://openalex.org/W1836116456","https://openalex.org/W2912066351","https://openalex.org/W2757508661","https://openalex.org/W2293517516","https://openalex.org/W131149161","https://openalex.org/W4237178913","https://openalex.org/W630251534","https://openalex.org/W2048239604","https://openalex.org/W3011518451"],"abstract_inverted_index":{"Stationarity":[0],"is":[1,34,39],"often":[2],"found":[3],"in":[4,88,103,114,118],"session-to-session":[5],"transfers":[6],"of":[7,82,110],"brain":[8,119],"computer":[9,120],"interfaces":[10],"(BCIs).":[11],"To":[12],"cope":[13],"with":[14,99],"the":[15,47,51,55,79,94,104,108,116],"problem,":[16],"a":[17],"framework":[18,60,96],"based":[19],"on":[20,64],"common":[21],"spatial":[22],"patterns":[23],"(CSP),":[24],"linear":[25],"discriminant":[26],"analysis":[27],"(LDA),":[28],"and":[29,69,84],"covariate":[30,111],"shift":[31,37,112],"adaptation":[32,38,113],"methods":[33,101],"proposed.":[35],"Covariate":[36],"an":[40],"effective":[41],"method":[42],"which":[43],"can":[44],"adapt":[45],"to":[46],"testing":[48,56],"sessions":[49],"without":[50],"need":[52],"for":[53],"labeling":[54],"session":[57],"data.":[58],"This":[59],"has":[61],"been":[62],"applied":[63],"one":[65,70],"electrocorticogram":[66],"(ECoG)":[67],"dataset":[68,73],"electroencephalogram":[71],"(EEG)":[72],"from":[74],"BCI":[75,105],"Competition":[76],"III.":[77],"Despite":[78],"different":[80],"characteristics":[81],"ECoG":[83],"EEG,":[85],"non-stationarity":[86],"appeared":[87],"both":[89],"datasets.":[90],"Results":[91],"showed":[92],"that":[93],"proposed":[95],"compares":[97],"favorably":[98],"those":[100],"used":[102],"Competition,":[106],"revealing":[107],"effectiveness":[109],"tackling":[115],"nonstationarity":[117],"interfaces.":[121]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
