{"id":"https://openalex.org/W2179957815","doi":"https://doi.org/10.1155/2016/1732836","title":"EEG Classification for Hybrid Brain-Computer Interface Using a Tensor Based Multiclass Multimodal Analysis Scheme","display_name":"EEG Classification for Hybrid Brain-Computer Interface Using a Tensor Based Multiclass Multimodal Analysis Scheme","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2179957815","doi":"https://doi.org/10.1155/2016/1732836","mag":"2179957815","pmid":"https://pubmed.ncbi.nlm.nih.gov/26880873"},"language":"en","primary_location":{"id":"doi:10.1155/2016/1732836","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2016/1732836","pdf_url":"http://downloads.hindawi.com/journals/cin/2016/1732836.pdf","source":{"id":"https://openalex.org/S72372694","display_name":"Computational Intelligence and Neuroscience","issn_l":"1687-5265","issn":["1687-5265","1687-5273"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Intelligence and Neuroscience","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"http://downloads.hindawi.com/journals/cin/2016/1732836.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103159761","display_name":"Hongfei Ji","orcid":"https://orcid.org/0000-0002-2759-7084"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongfei Ji","raw_affiliation_strings":["Department of Computer Science and Technology, Tongji University, No. 4800 Caoan Highway, Shanghai 200092, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Tongji University, No. 4800 Caoan Highway, Shanghai 200092, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100428302","display_name":"Jie Li","orcid":"https://orcid.org/0000-0002-9299-3251"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jie Li","raw_affiliation_strings":["Department of Computer Science and Technology, Tongji University, No. 4800 Caoan Highway, Shanghai 200092, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Tongji University, No. 4800 Caoan Highway, Shanghai 200092, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101785750","display_name":"Rongrong Lu","orcid":"https://orcid.org/0009-0001-6864-3016"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]},{"id":"https://openalex.org/I4210159575","display_name":"Huashan Hospital","ror":"https://ror.org/05201qm87","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210159575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rongrong Lu","raw_affiliation_strings":["Department of Rehabilitation, Huashan Hospital, Fudan University, No. 12 Wulumuqi Middle Road, Shanghai 200040, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Rehabilitation, Huashan Hospital, Fudan University, No. 12 Wulumuqi Middle Road, Shanghai 200040, China","institution_ids":["https://openalex.org/I4210159575","https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052175650","display_name":"Rong Gu","orcid":"https://orcid.org/0000-0002-1565-9997"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rong Gu","raw_affiliation_strings":["Department of Computer Science and Technology, Tongji University, No. 4800 Caoan Highway, Shanghai 200092, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Tongji University, No. 4800 Caoan Highway, Shanghai 200092, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049926126","display_name":"Lei Cao","orcid":"https://orcid.org/0000-0001-9909-8607"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Cao","raw_affiliation_strings":["Department of Computer Science and Technology, Tongji University, No. 4800 Caoan Highway, Shanghai 200092, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Tongji University, No. 4800 Caoan Highway, Shanghai 200092, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050426623","display_name":"Xiaoliang Gong","orcid":"https://orcid.org/0009-0004-6007-2222"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoliang Gong","raw_affiliation_strings":["Department of Computer Science and Technology, Tongji University, No. 4800 Caoan Highway, Shanghai 200092, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Tongji University, No. 4800 Caoan Highway, Shanghai 200092, China","institution_ids":["https://openalex.org/I116953780"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100428302"],"corresponding_institution_ids":["https://openalex.org/I116953780"],"apc_list":{"value":2100,"currency":"USD","value_usd":2100},"apc_paid":{"value":2100,"currency":"USD","value_usd":2100},"fwci":2.3534,"has_fulltext":true,"cited_by_count":24,"citation_normalized_percentile":{"value":0.87506975,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"2016","issue":null,"first_page":"1","last_page":"15"},"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/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9822999835014343,"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/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.8881389498710632},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7374860048294067},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.6725969910621643},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6345916986465454},{"id":"https://openalex.org/keywords/tensor","display_name":"Tensor (intrinsic definition)","score":0.6196268200874329},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.6001487970352173},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5806602239608765},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.545899510383606},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5270944833755493},{"id":"https://openalex.org/keywords/multiclass-classification","display_name":"Multiclass classification","score":0.47729766368865967},{"id":"https://openalex.org/keywords/synchronization","display_name":"Synchronization (alternating current)","score":0.4732033610343933},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1371685266494751},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.10896939039230347}],"concepts":[{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.8881389498710632},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7374860048294067},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.6725969910621643},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6345916986465454},{"id":"https://openalex.org/C155281189","wikidata":"https://www.wikidata.org/wiki/Q3518150","display_name":"Tensor (intrinsic definition)","level":2,"score":0.6196268200874329},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.6001487970352173},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5806602239608765},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.545899510383606},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5270944833755493},{"id":"https://openalex.org/C123860398","wikidata":"https://www.wikidata.org/wiki/Q6934605","display_name":"Multiclass classification","level":3,"score":0.47729766368865967},{"id":"https://openalex.org/C2778562939","wikidata":"https://www.wikidata.org/wiki/Q1298791","display_name":"Synchronization (alternating current)","level":3,"score":0.4732033610343933},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1371685266494751},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.10896939039230347},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0},{"id":"https://openalex.org/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","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/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000145","qualifier_name":"classification","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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D044962","descriptor_name":"Data Compression","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D044962","descriptor_name":"Data Compression","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D044962","descriptor_name":"Data Compression","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D058256","descriptor_name":"Brain Waves","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D058256","descriptor_name":"Brain Waves","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D058256","descriptor_name":"Brain Waves","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","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":4,"locations":[{"id":"doi:10.1155/2016/1732836","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2016/1732836","pdf_url":"http://downloads.hindawi.com/journals/cin/2016/1732836.pdf","source":{"id":"https://openalex.org/S72372694","display_name":"Computational Intelligence and Neuroscience","issn_l":"1687-5265","issn":["1687-5265","1687-5273"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Intelligence and Neuroscience","raw_type":"journal-article"},{"id":"pmid:26880873","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/26880873","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":"Computational intelligence and neuroscience","raw_type":null},{"id":"pmh:oai:doaj.org/article:f019e3a41dfd4bdea3c168f110aa5213","is_oa":false,"landing_page_url":"https://doaj.org/article/f019e3a41dfd4bdea3c168f110aa5213","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computational Intelligence and Neuroscience, Vol 2016 (2016)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:4735917","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4735917","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Comput Intell Neurosci","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1155/2016/1732836","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2016/1732836","pdf_url":"http://downloads.hindawi.com/journals/cin/2016/1732836.pdf","source":{"id":"https://openalex.org/S72372694","display_name":"Computational Intelligence and Neuroscience","issn_l":"1687-5265","issn":["1687-5265","1687-5273"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Intelligence and Neuroscience","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.7400000095367432,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[{"id":"https://openalex.org/G2154135232","display_name":null,"funder_award_id":"61105122","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G5684878034","display_name":null,"funder_award_id":"61105122","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2179957815.pdf","grobid_xml":"https://content.openalex.org/works/W2179957815.grobid-xml"},"referenced_works_count":41,"referenced_works":["https://openalex.org/W16346700","https://openalex.org/W1963684716","https://openalex.org/W1963826206","https://openalex.org/W1967545169","https://openalex.org/W1978433825","https://openalex.org/W1982524534","https://openalex.org/W1984756235","https://openalex.org/W1985638190","https://openalex.org/W1989513763","https://openalex.org/W1992305955","https://openalex.org/W2001471870","https://openalex.org/W2008114373","https://openalex.org/W2044251627","https://openalex.org/W2056544759","https://openalex.org/W2069825033","https://openalex.org/W2075039042","https://openalex.org/W2092649222","https://openalex.org/W2098725211","https://openalex.org/W2100207510","https://openalex.org/W2101494439","https://openalex.org/W2106006415","https://openalex.org/W2111692383","https://openalex.org/W2121739212","https://openalex.org/W2139212933","https://openalex.org/W2139351654","https://openalex.org/W2142280324","https://openalex.org/W2145327748","https://openalex.org/W2148603752","https://openalex.org/W2155758585","https://openalex.org/W2156832349","https://openalex.org/W2159318219","https://openalex.org/W2160087441","https://openalex.org/W2160110857","https://openalex.org/W2160634130","https://openalex.org/W2167388003","https://openalex.org/W2168138788","https://openalex.org/W2171856043","https://openalex.org/W2171931442","https://openalex.org/W3149679044","https://openalex.org/W3193477162","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W3202969339","https://openalex.org/W4237513258","https://openalex.org/W2044053727","https://openalex.org/W1994410349","https://openalex.org/W3177028067","https://openalex.org/W2965546495","https://openalex.org/W1913385466","https://openalex.org/W2914170859","https://openalex.org/W2889342546","https://openalex.org/W2015048155"],"abstract_inverted_index":{"Electroencephalogram-":[0],"(EEG-)":[1],"based":[2,100],"brain-computer":[3],"interface":[4],"(BCI)":[5],"systems":[6],"usually":[7],"utilize":[8],"one":[9,45,50],"type":[10],"of":[11,16,46,86,173,180,188],"changes":[12,169],"in":[13,49,58,108,170],"the":[14,71,78,143,160,167,171,185],"dynamics":[15,172],"brain":[17,174],"oscillations":[18,175],"for":[19,105,198],"control,":[20],"such":[21],"as":[22,114],"event-related":[23],"desynchronization/synchronization":[24],"(ERD/ERS),":[25],"steady":[26],"state":[27],"visual":[28],"evoked":[29,34],"potential":[30,196],"(SSVEP),":[31],"and":[32,68,146],"P300":[33],"potentials.":[35],"There":[36],"is":[37,123,134,151],"a":[38,54,76,117,130],"recent":[39],"trend":[40],"to":[41,52,125,136,153],"detect":[42],"more":[43],"than":[44],"these":[47],"signals":[48,111],"system":[51],"create":[53],"hybrid":[55,106,199],"BCI.":[56,200],"However,":[57],"this":[59,93],"case,":[60],"EEG":[61,110],"data":[62],"were":[63,81,89],"always":[64],"divided":[65],"into":[66],"groups":[67],"analyzed":[69],"by":[70,177],"separate":[72],"processing":[73],"procedures.":[74],"As":[75],"result,":[77],"interactive":[79,144,186],"effects":[80,187],"ignored":[82],"when":[83],"different":[84,168,178],"types":[85,179],"BCI":[87],"tasks":[88,181,190],"executed":[90],"simultaneously.":[91],"In":[92],"work,":[94],"we":[95],"propose":[96],"an":[97],"improved":[98],"tensor":[99,120,128],"multiclass":[101,154],"multimodal":[102,138],"scheme":[103,162],"especially":[104],"BCI,":[107],"which":[109],"are":[112],"denoted":[113],"multiway":[115],"tensors,":[116],"nonredundant":[118,127],"rank-one":[119],"decomposition":[121],"model":[122],"proposed":[124,161],"obtain":[126],"components,":[129],"weighted":[131],"fisher":[132],"criterion":[133],"designed":[135],"select":[137],"discriminative":[139],"patterns":[140],"without":[141],"ignoring":[142],"effects,":[145],"support":[147],"vector":[148],"machine":[149],"(SVM)":[150],"extended":[152],"classification.":[155],"Experiment":[156],"results":[157],"suggest":[158],"that":[159],"can":[163],"not":[164],"only":[165],"identify":[166],"induced":[176],"but":[182],"also":[183],"capture":[184],"simultaneous":[189],"properly.":[191],"Therefore,":[192],"it":[193],"has":[194],"great":[195],"use":[197]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":3}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
