{"id":"https://openalex.org/W2128942365","doi":"https://doi.org/10.1109/icassp.2005.1416328","title":"Classification of Movement EEG with Local Discriminant Bases","display_name":"Classification of Movement EEG with Local Discriminant Bases","publication_year":2006,"publication_date":"2006-10-04","ids":{"openalex":"https://openalex.org/W2128942365","doi":"https://doi.org/10.1109/icassp.2005.1416328","mag":"2128942365"},"language":"en","primary_location":{"id":"doi:10.1109/icassp.2005.1416328","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2005.1416328","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings. (ICASSP '05). IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005.","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/A5007415393","display_name":"Nuri F. Ince","orcid":"https://orcid.org/0000-0003-4985-4528"},"institutions":[{"id":"https://openalex.org/I55931168","display_name":"Cukurova University","ror":"https://ror.org/05wxkj555","country_code":"TR","type":"education","lineage":["https://openalex.org/I55931168"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"N.F. Ince","raw_affiliation_strings":["Department of Electrical and Electronics Engineering, University of Cukurova, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, University of Cukurova, Turkey","institution_ids":["https://openalex.org/I55931168"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089360428","display_name":"Ahmed H. Tewfik","orcid":"https://orcid.org/0000-0002-2384-4391"},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]},{"id":"https://openalex.org/I55931168","display_name":"Cukurova University","ror":"https://ror.org/05wxkj555","country_code":"TR","type":"education","lineage":["https://openalex.org/I55931168"]}],"countries":["TR","US"],"is_corresponding":false,"raw_author_name":"A. Tewfik","raw_affiliation_strings":["Department of Electrical Engineering, University of Minnesota, USA","Department of Electrical and Electronics Engineering, University of Cukurova, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, University of Minnesota, USA","institution_ids":["https://openalex.org/I130238516"]},{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, University of Cukurova, Turkey","institution_ids":["https://openalex.org/I55931168"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033894636","display_name":"Sami Ar\u0131ca","orcid":"https://orcid.org/0000-0002-3820-029X"},"institutions":[{"id":"https://openalex.org/I55931168","display_name":"Cukurova University","ror":"https://ror.org/05wxkj555","country_code":"TR","type":"education","lineage":["https://openalex.org/I55931168"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"S. Arica","raw_affiliation_strings":["Department of Electrical and Electronics Engineering, University of Cukurova, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, University of Cukurova, Turkey","institution_ids":["https://openalex.org/I55931168"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.7032,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.8304898,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"5","issue":null,"first_page":"413","last_page":"416"},"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/T11601","display_name":"Neuroscience and Neural Engineering","score":0.9919999837875366,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular 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":0.9868000149726868,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.7829315066337585},{"id":"https://openalex.org/keywords/linear-discriminant-analysis","display_name":"Linear discriminant analysis","score":0.760692834854126},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.7126229405403137},{"id":"https://openalex.org/keywords/motor-imagery","display_name":"Motor imagery","score":0.6837002038955688},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6684591770172119},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.642061710357666},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.6326158046722412},{"id":"https://openalex.org/keywords/discriminant","display_name":"Discriminant","score":0.5993635654449463},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.5843675136566162},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5656638145446777},{"id":"https://openalex.org/keywords/movement","display_name":"Movement (music)","score":0.43150606751441956},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3566088080406189},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.35291343927383423},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.16703468561172485}],"concepts":[{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.7829315066337585},{"id":"https://openalex.org/C69738355","wikidata":"https://www.wikidata.org/wiki/Q1228929","display_name":"Linear discriminant analysis","level":2,"score":0.760692834854126},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.7126229405403137},{"id":"https://openalex.org/C54808283","wikidata":"https://www.wikidata.org/wiki/Q6918191","display_name":"Motor imagery","level":4,"score":0.6837002038955688},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6684591770172119},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.642061710357666},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.6326158046722412},{"id":"https://openalex.org/C78397625","wikidata":"https://www.wikidata.org/wiki/Q192487","display_name":"Discriminant","level":2,"score":0.5993635654449463},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.5843675136566162},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5656638145446777},{"id":"https://openalex.org/C2780226923","wikidata":"https://www.wikidata.org/wiki/Q929848","display_name":"Movement (music)","level":2,"score":0.43150606751441956},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3566088080406189},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.35291343927383423},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.16703468561172485},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C107038049","wikidata":"https://www.wikidata.org/wiki/Q35986","display_name":"Aesthetics","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp.2005.1416328","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2005.1416328","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings. (ICASSP '05). IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005.","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.7099999785423279}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1604810369","https://openalex.org/W2087733543","https://openalex.org/W2092926313","https://openalex.org/W2097690077","https://openalex.org/W2122832496","https://openalex.org/W2140413964","https://openalex.org/W2156447271","https://openalex.org/W2164462774","https://openalex.org/W2412674033","https://openalex.org/W2537582558","https://openalex.org/W2800394774","https://openalex.org/W2970080591","https://openalex.org/W3017143921","https://openalex.org/W3021094677","https://openalex.org/W6767790544","https://openalex.org/W6776353006"],"related_works":["https://openalex.org/W1977940006","https://openalex.org/W2887556756","https://openalex.org/W2947925238","https://openalex.org/W195417223","https://openalex.org/W1513407214","https://openalex.org/W1984377984","https://openalex.org/W1961545574","https://openalex.org/W2510077457","https://openalex.org/W3045772920","https://openalex.org/W2944296668"],"abstract_inverted_index":{"We":[0,51,82,107],"use":[1],"local":[2,22],"discriminant":[3,7,23],"bases":[4,24],"and":[5,14,19,27,32,42,45,96,117,149,164],"linear":[6],"analysis":[8,56],"to":[9,113],"classify":[10],"EEG":[11,35],"of":[12,80,119,129,156],"left":[13],"right":[15],"hand":[16],"movement":[17,34,94,124,162,167],"execution":[18,163],"imagination.":[20,168],"The":[21,126,152],"adaptively":[25,135],"segment":[26],"extract":[28],"features":[29,100],"from":[30],"real":[31],"imagined":[33],"(2003":[36],"BCI":[37,180],"competition)":[38],"using":[39,76],"cosine":[40],"packets":[41],"Kullback-Leibler,":[43],"Euclidean":[44],"Hellinger":[46],"class":[47],"separability":[48],"(CS)":[49],"criteria.":[50],"also":[52,102],"tried":[53],"principal":[54],"component":[55],"(PCA)":[57],"as":[58],"another":[59],"feature":[60],"reduction":[61],"method.":[62],"In":[63],"our":[64],"case,":[65],"CS":[66],"ordered":[67],"coefficients":[68],"resulted":[69],"in":[70,140,177],"lower":[71],"classification":[72,158],"error":[73,154],"than":[74],"PCA":[75],"a":[77],"smaller":[78],"number":[79],"coefficients.":[81],"observed":[83],"that":[84,109,133],"the":[85,92,105,114,120,123,130,147,157,170,174,178],"most":[86],"discriminative":[87],"components":[88],"were":[89,101],"located":[90],"on":[91],"post":[93],"beta":[95],"alpha":[97],"synchronization.":[98],"Pre-movement":[99],"selected":[103],"by":[104],"algorithm.":[106],"believe":[108],"these":[110,137],"segments":[111],"correspond":[112],"mental":[115],"state":[116],"strategy":[118],"subject":[121],"during":[122],"execution/imagination.":[125],"main":[127],"advantage":[128],"algorithm":[131,171],"is":[132],"it":[134],"finds":[136],"physiological":[138],"states":[139],"an":[141],"ongoing":[142],"EEG.":[143],"This":[144],"may":[145],"eliminate":[146],"inter-":[148],"intra-subject":[150],"variability.":[151],"average":[153],"rate":[155],"was":[159],"12.7%":[160],"for":[161,166],"14.2%":[165],"Accordingly,":[169],"would":[172],"be":[173],"3rd":[175],"best":[176],"2003":[179],"(brain-computer":[181],"interface)":[182],"competition.":[183]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
