{"id":"https://openalex.org/W4213201803","doi":"https://doi.org/10.1109/jbhi.2022.3151570","title":"Computerized Multidomain EEG Classification System: A New Paradigm","display_name":"Computerized Multidomain EEG Classification System: A New Paradigm","publication_year":2022,"publication_date":"2022-02-14","ids":{"openalex":"https://openalex.org/W4213201803","doi":"https://doi.org/10.1109/jbhi.2022.3151570","pmid":"https://pubmed.ncbi.nlm.nih.gov/35157605"},"language":"en","primary_location":{"id":"doi:10.1109/jbhi.2022.3151570","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2022.3151570","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5030669040","display_name":"Xiaojun Yu","orcid":"https://orcid.org/0000-0001-7361-0780"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaojun Yu","raw_affiliation_strings":["School of Automation, Northwestern Polytechnical University, Xi&#x2019;an, China"],"raw_orcid":"https://orcid.org/0000-0001-7361-0780","affiliations":[{"raw_affiliation_string":"School of Automation, Northwestern Polytechnical University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054654083","display_name":"Muhammad Zulkifal Aziz","orcid":"https://orcid.org/0000-0002-3829-6287"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Muhammad Zulkifal Aziz","raw_affiliation_strings":["School of Automation, Northwestern Polytechnical University, Xi&#x2019;an, China"],"raw_orcid":"https://orcid.org/0000-0002-3829-6287","affiliations":[{"raw_affiliation_string":"School of Automation, Northwestern Polytechnical University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032840064","display_name":"Muhammad Tariq Sadiq","orcid":"https://orcid.org/0000-0002-7410-5951"},"institutions":[{"id":"https://openalex.org/I142204992","display_name":"University of Lahore","ror":"https://ror.org/051jrjw38","country_code":"PK","type":"education","lineage":["https://openalex.org/I142204992"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Muhammad Tariq Sadiq","raw_affiliation_strings":["Department of Electrical Engineering, Unversity of Lahore, Lahore, Pakistan"],"raw_orcid":"https://orcid.org/0000-0002-7410-5951","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Unversity of Lahore, Lahore, Pakistan","institution_ids":["https://openalex.org/I142204992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091666941","display_name":"Ke Jia","orcid":"https://orcid.org/0009-0007-8734-5480"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ke Jia","raw_affiliation_strings":["School of Automation, Northwestern Polytechnical University, Xi&#x2019;an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Automation, Northwestern Polytechnical University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100714071","display_name":"Zeming Fan","orcid":"https://orcid.org/0000-0002-3422-9773"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zeming Fan","raw_affiliation_strings":["School of Automation, Northwestern Polytechnical University, Xi&#x2019;an, China"],"raw_orcid":"https://orcid.org/0000-0002-3422-9773","affiliations":[{"raw_affiliation_string":"School of Automation, Northwestern Polytechnical University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005659262","display_name":"Gaoxi Xiao","orcid":"https://orcid.org/0000-0002-4171-6799"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Gaoxi Xiao","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-4171-6799","affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.2763,"has_fulltext":false,"cited_by_count":35,"citation_normalized_percentile":{"value":0.92892737,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"26","issue":"8","first_page":"3626","last_page":"3637"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9965999722480774,"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/T11601","display_name":"Neuroscience and Neural Engineering","score":0.9855999946594238,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7854845523834229},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7013474106788635},{"id":"https://openalex.org/keywords/adaptability","display_name":"Adaptability","score":0.6319555044174194},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.5599561333656311},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5577394366264343},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4892287254333496},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.47063538432121277},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4596850574016571},{"id":"https://openalex.org/keywords/statistical-classification","display_name":"Statistical classification","score":0.4121999144554138}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7854845523834229},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7013474106788635},{"id":"https://openalex.org/C177606310","wikidata":"https://www.wikidata.org/wiki/Q5674297","display_name":"Adaptability","level":2,"score":0.6319555044174194},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.5599561333656311},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5577394366264343},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4892287254333496},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.47063538432121277},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4596850574016571},{"id":"https://openalex.org/C110083411","wikidata":"https://www.wikidata.org/wiki/Q1744628","display_name":"Statistical classification","level":2,"score":0.4121999144554138},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007092","descriptor_name":"Imagination","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007092","descriptor_name":"Imagination","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007092","descriptor_name":"Imagination","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D062207","descriptor_name":"Brain-Computer Interfaces","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D062207","descriptor_name":"Brain-Computer Interfaces","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D062207","descriptor_name":"Brain-Computer Interfaces","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1109/jbhi.2022.3151570","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2022.3151570","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},{"id":"pmid:35157605","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35157605","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE journal of biomedical and health informatics","raw_type":null},{"id":"pmh:oai:pure.atira.dk:publications/63b706a3-d41d-4d21-baff-6e131c48832c","is_oa":false,"landing_page_url":"https://research.brighton.ac.uk/en/publications/63b706a3-d41d-4d21-baff-6e131c48832c","pdf_url":null,"source":{"id":"https://openalex.org/S4306401758","display_name":"University of Brighton Repository (University of Brighton)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I71637028","host_organization_name":"University of Brighton","host_organization_lineage":["https://openalex.org/I71637028"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Yu, X, Aziz, M Z, Sadiq, M T, Jia, K, Fan, Z & Xiao, G 2022, 'Computerized Multidomain EEG Classification System : A New Paradigm', IEEE Journal of Biomedical and Health Informatics, vol. 26, no. 8, pp. 3626 - 3637. https://doi.org/10.1109/JBHI.2022.3151570","raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.7099999785423279,"display_name":"Good health and well-being"}],"awards":[{"id":"https://openalex.org/G220094207","display_name":null,"funder_award_id":"2018BSHYDZZ05","funder_id":"https://openalex.org/F4320326174","funder_display_name":"Shaanxi Province Postdoctoral Science Foundation"},{"id":"https://openalex.org/G2723384200","display_name":null,"funder_award_id":"41804048","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G355624083","display_name":null,"funder_award_id":"61705184","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4961723239","display_name":null,"funder_award_id":"2018M641013","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G5198035829","display_name":null,"funder_award_id":"3102019ZDHKY12","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G7808358601","display_name":null,"funder_award_id":"2021SF-342","funder_id":"https://openalex.org/F4320336350","funder_display_name":"Key Research and Development Projects of Shaanxi Province"},{"id":"https://openalex.org/G844871000","display_name":null,"funder_award_id":"G2018KY0308","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320326174","display_name":"Shaanxi Province Postdoctoral Science Foundation","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null},{"id":"https://openalex.org/F4320336350","display_name":"Key Research and Development Projects of Shaanxi Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W143246113","https://openalex.org/W1033587997","https://openalex.org/W1978347377","https://openalex.org/W2003193431","https://openalex.org/W2003646190","https://openalex.org/W2005791255","https://openalex.org/W2011484846","https://openalex.org/W2028124740","https://openalex.org/W2053744708","https://openalex.org/W2081434183","https://openalex.org/W2084812512","https://openalex.org/W2109858853","https://openalex.org/W2124311300","https://openalex.org/W2152119085","https://openalex.org/W2170317771","https://openalex.org/W2230508580","https://openalex.org/W2315140819","https://openalex.org/W2345826817","https://openalex.org/W2493988579","https://openalex.org/W2521878393","https://openalex.org/W2530071817","https://openalex.org/W2588731307","https://openalex.org/W2772781193","https://openalex.org/W2775259072","https://openalex.org/W2802663007","https://openalex.org/W2805527823","https://openalex.org/W2874253909","https://openalex.org/W2943857514","https://openalex.org/W2944436203","https://openalex.org/W2945417955","https://openalex.org/W2953167011","https://openalex.org/W2955418792","https://openalex.org/W2955989361","https://openalex.org/W2963335520","https://openalex.org/W2971357197","https://openalex.org/W2972732693","https://openalex.org/W2982453621","https://openalex.org/W2985845430","https://openalex.org/W2990331389","https://openalex.org/W2992725690","https://openalex.org/W3011104345","https://openalex.org/W3014974411","https://openalex.org/W3036837013","https://openalex.org/W3083171042","https://openalex.org/W3084085040","https://openalex.org/W3085037063","https://openalex.org/W3087333752","https://openalex.org/W3090529350","https://openalex.org/W3092389862","https://openalex.org/W3095844389","https://openalex.org/W3106750432","https://openalex.org/W3152205189","https://openalex.org/W3178048544","https://openalex.org/W4205954058","https://openalex.org/W6626868812","https://openalex.org/W6671611538","https://openalex.org/W6736034804"],"related_works":["https://openalex.org/W2357124094","https://openalex.org/W2387399993","https://openalex.org/W2389739210","https://openalex.org/W2348924972","https://openalex.org/W2365736347","https://openalex.org/W2047454415","https://openalex.org/W2070040999","https://openalex.org/W2387293848","https://openalex.org/W3121791438","https://openalex.org/W2028631639"],"abstract_inverted_index":{"The":[0,152],"recent":[1],"advancements":[2],"in":[3,167],"electroencepha-":[4],"logram":[5],"(EEG)":[6],"signals":[7],"classification":[8,33,120,170],"largely":[9],"center":[10],"around":[11],"the":[12,17,32,75,96,118,134,158,163],"domain-specific":[13,165],"solutions":[14],"that":[15,117,157],"hinder":[16],"algorithm":[18],"cross-discipline":[19],"adaptability.":[20],"This":[21],"study":[22],"introduces":[23],"a":[24,40,107],"computer-aided":[25],"broad":[26],"learning":[27,100,104],"EEG":[28,37,148],"system":[29],"(CABLES)":[30],"for":[31,74,133],"of":[34,77,95,122,169],"six":[35],"distinct":[36],"domains":[38],"under":[39],"unified":[41],"sequential":[42],"framework.":[43],"Specifically,":[44],"this":[45],"paper":[46],"proposes":[47],"three":[48],"novel":[49],"modules":[50],"namely,":[51],"complex":[52],"variational":[53],"mode":[54],"de-":[55],"composition":[56],"(CVMD),":[57],"ensemble":[58],"optimization-based":[59],"featu-":[60],"res":[61],"selection":[62],"(EOFS),":[63],"and":[64,102,129,146,172],"t-distributed":[65],"stochastic":[66],"neighbor":[67],"embedding-based":[68],"samples":[69],"reduction":[70],"(tSNE-SR)":[71],"methods":[72,166],"respectively":[73],"realization":[76],"CABLES.":[78],"Extensive":[79],"expe-":[80],"riments":[81],"are":[82],"carried":[83],"out":[84],"on":[85],"seven":[86],"different":[87,93],"datasets":[88,149],"from":[89],"diverse":[90],"disciplines":[91],"using":[92],"variants":[94],"neural":[97,183],"network,":[98],"extreme":[99],"machine,":[101],"machine":[103],"classifiers":[105],"employing":[106],"10-fold":[108],"cross-validation":[109],"strategy.":[110],"Results":[111],"compared":[112],"with":[113],"existing":[114,164],"studies":[115],"reveal":[116],"highest":[119],"accuracy":[121],"99.1%,":[123],"97.8%,":[124],"94.3%,":[125],"91.5%,":[126],"98.9%,":[127],"95.3%,":[128],"92%":[130],"is":[131],"achieved":[132],"motor":[135],"imagery":[136],"dataset":[137,139],"A,":[138],"B,":[140],"slow":[141],"cortical":[142],"potentials,":[143],"epilepsy,":[144],"alcoholic,":[145],"schizophrenia":[147],"res-":[150],"pectively.":[151],"overall":[153],"empirical":[154],"analysis":[155],"authenticates":[156],"proposed":[159],"CABLES":[160],"framework":[161],"outperforms":[162],"terms":[168],"accuracies":[171],"multirole":[173],"adaptability,":[174],"thus":[175],"can":[176],"be":[177],"endorsed":[178],"as":[179],"an":[180],"effective":[181],"automated":[182],"rehabilitation":[184],"system.":[185]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":8}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
