{"id":"https://openalex.org/W4206673362","doi":"https://doi.org/10.1109/bibm52615.2021.9669802","title":"Cross-subject And Cross-device Wearable EEG Emotion Recognition Using Frontal EEG Under Virtual Reality Scenes","display_name":"Cross-subject And Cross-device Wearable EEG Emotion Recognition Using Frontal EEG Under Virtual Reality Scenes","publication_year":2021,"publication_date":"2021-12-09","ids":{"openalex":"https://openalex.org/W4206673362","doi":"https://doi.org/10.1109/bibm52615.2021.9669802"},"language":"en","primary_location":{"id":"doi:10.1109/bibm52615.2021.9669802","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm52615.2021.9669802","pdf_url":null,"source":{"id":"https://openalex.org/S4363607735","display_name":"2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","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/A5048570544","display_name":"Feng Kuang","orcid":null},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Feng Kuang","raw_affiliation_strings":["School of Electronic and Information Engineering, South China University of Technology, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113985606","display_name":"Lin Shu","orcid":null},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lin Shu","raw_affiliation_strings":["School of Electronic and Information Engineering and School of Future Technology, South China University of Technology, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering and School of Future Technology, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024670304","display_name":"Haoqiang Hua","orcid":"https://orcid.org/0000-0001-5436-4457"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haoqiang Hua","raw_affiliation_strings":["School of Electronic and Information Engineering, South China University of Technology, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054520274","display_name":"Shibin Wu","orcid":"https://orcid.org/0000-0003-2337-6660"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shibin Wu","raw_affiliation_strings":["School of Electronic and Information Engineering, South China University of Technology, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101917641","display_name":"Lulu Zhang","orcid":"https://orcid.org/0000-0002-5791-4167"},"institutions":[{"id":"https://openalex.org/I92039509","display_name":"Guangzhou Medical University","ror":"https://ror.org/00zat6v61","country_code":"CN","type":"education","lineage":["https://openalex.org/I92039509"]},{"id":"https://openalex.org/I4210116575","display_name":"Guangzhou First People's Hospital","ror":"https://ror.org/02bwytq13","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210116575"]},{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]},{"id":"https://openalex.org/I4210090868","display_name":"Second Affiliated Hospital of Guangzhou Medical University","ror":"https://ror.org/00a98yf63","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210090868"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lulu Zhang","raw_affiliation_strings":["Department of Psychiatry, Guangzhou First People\u2019s Hospital, Guangzhou, China","The Second Affiliated Hospital, South China University of Technology, Guangzhou, China","Department of Psychiatry, Guangzhou First People's Hospital, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"Department of Psychiatry, Guangzhou First People\u2019s Hospital, Guangzhou, China","institution_ids":["https://openalex.org/I92039509","https://openalex.org/I4210116575"]},{"raw_affiliation_string":"The Second Affiliated Hospital, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280","https://openalex.org/I4210090868","https://openalex.org/I92039509"]},{"raw_affiliation_string":"Department of Psychiatry, Guangzhou First People's Hospital, Guangzhou, China","institution_ids":["https://openalex.org/I92039509","https://openalex.org/I4210116575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007354180","display_name":"Xiangmin Xu","orcid":"https://orcid.org/0000-0003-4573-5820"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangmin Xu","raw_affiliation_strings":["Industrial Technology of SCUT, Zhongshan Institute of Modern, Guangzhou, China","School of Electronic and Information Engineering and School of Future Technology, South China University of Technology, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"Industrial Technology of SCUT, Zhongshan Institute of Modern, Guangzhou, China","institution_ids":[]},{"raw_affiliation_string":"School of Electronic and Information Engineering and School of Future Technology, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100700783","display_name":"Yunhe Liu","orcid":"https://orcid.org/0000-0002-2120-952X"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunhe Liu","raw_affiliation_strings":["School of Electronic and Information Engineering, South China University of Technology, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111650171","display_name":"Man Jiang","orcid":"https://orcid.org/0009-0008-4609-8222"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Man Jiang","raw_affiliation_strings":["School of Electronic and Information Engineering, South China University of Technology, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5048570544"],"corresponding_institution_ids":["https://openalex.org/I90610280"],"apc_list":null,"apc_paid":null,"fwci":1.5003,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.83423423,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"3630","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":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/T10667","display_name":"Emotion and Mood Recognition","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9925000071525574,"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/electroencephalography","display_name":"Electroencephalography","score":0.8671475648880005},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7558190226554871},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.7519505023956299},{"id":"https://openalex.org/keywords/virtual-reality","display_name":"Virtual reality","score":0.5742611885070801},{"id":"https://openalex.org/keywords/emotion-recognition","display_name":"Emotion recognition","score":0.5706413984298706},{"id":"https://openalex.org/keywords/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.555645763874054},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5011227130889893},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.49707749485969543},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.4724075198173523},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.42386576533317566},{"id":"https://openalex.org/keywords/emotion-classification","display_name":"Emotion classification","score":0.4150794446468353},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.41002732515335083},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.37101244926452637},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3463320732116699},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3241862952709198},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.12446746230125427}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.8671475648880005},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7558190226554871},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.7519505023956299},{"id":"https://openalex.org/C194969405","wikidata":"https://www.wikidata.org/wiki/Q170519","display_name":"Virtual reality","level":2,"score":0.5742611885070801},{"id":"https://openalex.org/C2777438025","wikidata":"https://www.wikidata.org/wiki/Q1339090","display_name":"Emotion recognition","level":2,"score":0.5706413984298706},{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.555645763874054},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5011227130889893},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.49707749485969543},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.4724075198173523},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.42386576533317566},{"id":"https://openalex.org/C206310091","wikidata":"https://www.wikidata.org/wiki/Q750859","display_name":"Emotion classification","level":2,"score":0.4150794446468353},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.41002732515335083},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.37101244926452637},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3463320732116699},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3241862952709198},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.12446746230125427},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"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/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","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},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"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/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bibm52615.2021.9669802","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm52615.2021.9669802","pdf_url":null,"source":{"id":"https://openalex.org/S4363607735","display_name":"2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.44999998807907104,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321921","display_name":"Natural Science Foundation of Guangdong Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W152725222","https://openalex.org/W1882958252","https://openalex.org/W2004104731","https://openalex.org/W2038610431","https://openalex.org/W2081420711","https://openalex.org/W2095181289","https://openalex.org/W2117645142","https://openalex.org/W2125956002","https://openalex.org/W2140095548","https://openalex.org/W2156503193","https://openalex.org/W2159291411","https://openalex.org/W2165698076","https://openalex.org/W2165857685","https://openalex.org/W2214409633","https://openalex.org/W2291663305","https://openalex.org/W2594083602","https://openalex.org/W2606780347","https://openalex.org/W2625929003","https://openalex.org/W2644346168","https://openalex.org/W2790404832","https://openalex.org/W2799657112","https://openalex.org/W2900672720","https://openalex.org/W2913846632","https://openalex.org/W2940527162","https://openalex.org/W2945937548","https://openalex.org/W2952286992","https://openalex.org/W2964015378","https://openalex.org/W2964113829","https://openalex.org/W2964278684","https://openalex.org/W2982193060","https://openalex.org/W3014215018","https://openalex.org/W3082367983","https://openalex.org/W3163929645","https://openalex.org/W3203271423","https://openalex.org/W4244829145","https://openalex.org/W4288108826","https://openalex.org/W6606108360","https://openalex.org/W6634702315","https://openalex.org/W6639480849","https://openalex.org/W6660089423","https://openalex.org/W6683633756","https://openalex.org/W6685350579","https://openalex.org/W6688325169","https://openalex.org/W6696405891","https://openalex.org/W6713955831","https://openalex.org/W6726873649","https://openalex.org/W6736685754","https://openalex.org/W6739475361","https://openalex.org/W6767660056"],"related_works":["https://openalex.org/W4305042383","https://openalex.org/W2546649374","https://openalex.org/W2773396412","https://openalex.org/W1550318927","https://openalex.org/W4380854332","https://openalex.org/W2184859701","https://openalex.org/W4380370144","https://openalex.org/W4386232293","https://openalex.org/W2382178633","https://openalex.org/W2127511193"],"abstract_inverted_index":{"In":[0,158],"recent":[1],"years,":[2],"with":[3],"the":[4,24,29,64,72,102,114,125,129,138,142,152,159,185,190],"rise":[5],"of":[6,128,141,189],"brain":[7],"computer":[8],"interface,":[9],"automatic":[10],"emotion":[11,42,87],"recognition":[12,88],"based":[13,76,195],"on":[14,77,101,196],"Electroencephalography":[15],"(EEG)":[16],"has":[17],"attracted":[18],"more":[19,21],"and":[20,37,56,70,97,119,123,144,150,172,178,187],"attention.":[22],"However,":[23],"emotional":[25],"stimuli":[26],"used":[27],"in":[28,131,147,175,181,198],"existing":[30],"studies":[31],"are":[32],"limited":[33],"to":[34,112,136,156],"music,":[35],"pictures":[36],"videos,":[38],"which":[39,53,90,168],"cannot":[40],"induce":[41,58],"well.":[43],"Virtual":[44],"reality":[45],"(VR)":[46],"can":[47,54,169],"provide":[48],"highly":[49],"immersive":[50],"3D":[51],"scenes,":[52,69],"accurately":[55],"effectively":[57],"emotion.":[59,157],"Therefore,":[60],"our":[61,163],"work":[62],"induced":[63],"subjects\u2019":[65],"emotions":[66],"through":[67],"VR":[68,197],"collected":[71],"frontal":[73,85],"EEG":[74,86,120,192],"data":[75],"wearable":[78,84,191],"technology,":[79],"innovatively":[80],"proposed":[81,105],"a":[82,106],"VR-induced":[83],"dataset,":[89,103],"contains":[91],"two":[92,160],"sub":[93,161],"datasets":[94],"for":[95],"cross-subject":[96],"cross-device":[98],"research.":[99],"Based":[100],"we":[104],"multi-spatial":[107],"domain":[108],"adaptation":[109],"network":[110],"(MSDAN)":[111],"eliminate":[113],"differences":[115],"caused":[116],"by":[117],"individuals":[118],"acquisition":[121],"devices,":[122],"improve":[124],"generalization":[126],"performance":[127],"model":[130],"complex":[132],"situations.":[133],"MSDAN":[134],"aimed":[135],"align":[137],"feature":[139],"distributions":[140],"source":[143],"target":[145],"domains":[146],"multiple":[148],"spaces":[149],"obtain":[151,170],"common":[153],"features":[154],"related":[155],"datasets,":[162],"method":[164],"achieved":[165],"adequate":[166],"results,":[167],"72.08%":[171],"75.14%":[173],"accuracy":[174,180],"across-subject":[176],"experiment,67.71%":[177],"61.42%":[179],"across-device":[182],"experiment,":[183],"showing":[184],"significance":[186],"potential":[188],"monitoring":[193],"application":[194],"real":[199],"life":[200],"situation.":[201]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}