{"id":"https://openalex.org/W4382119125","doi":"https://doi.org/10.1109/tim.2023.3276515","title":"Cross-Subject Cognitive Workload Recognition Based on EEG and Deep Domain Adaptation","display_name":"Cross-Subject Cognitive Workload Recognition Based on EEG and Deep Domain Adaptation","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4382119125","doi":"https://doi.org/10.1109/tim.2023.3276515"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2023.3276515","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2023.3276515","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"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 Transactions on Instrumentation and Measurement","raw_type":"journal-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/A5089137375","display_name":"Yueying Zhou","orcid":"https://orcid.org/0000-0003-0971-9428"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yueying Zhou","raw_affiliation_strings":["MIIT Key Laboratory of Pattern Analysis and Machine Intelligence, College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China","College of Computer Science and Technology, MIIT Key Laboratory of Pattern Analysis and Machine Intelligence, Nanjing University of Aeronautics and Astronautics, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0003-0971-9428","affiliations":[{"raw_affiliation_string":"MIIT Key Laboratory of Pattern Analysis and Machine Intelligence, College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]},{"raw_affiliation_string":"College of Computer Science and Technology, MIIT Key Laboratory of Pattern Analysis and Machine Intelligence, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056298877","display_name":"Pengpai Wang","orcid":"https://orcid.org/0000-0002-8414-8146"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pengpai Wang","raw_affiliation_strings":["MIIT Key Laboratory of Pattern Analysis and Machine Intelligence, College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China","College of Computer Science and Technology, MIIT Key Laboratory of Pattern Analysis and Machine Intelligence, Nanjing University of Aeronautics and Astronautics, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-8414-8146","affiliations":[{"raw_affiliation_string":"MIIT Key Laboratory of Pattern Analysis and Machine Intelligence, College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]},{"raw_affiliation_string":"College of Computer Science and Technology, MIIT Key Laboratory of Pattern Analysis and Machine Intelligence, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082357985","display_name":"Peiliang Gong","orcid":"https://orcid.org/0000-0003-2611-3145"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peiliang Gong","raw_affiliation_strings":["MIIT Key Laboratory of Pattern Analysis and Machine Intelligence, College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China","College of Computer Science and Technology, MIIT Key Laboratory of Pattern Analysis and Machine Intelligence, Nanjing University of Aeronautics and Astronautics, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0003-2611-3145","affiliations":[{"raw_affiliation_string":"MIIT Key Laboratory of Pattern Analysis and Machine Intelligence, College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]},{"raw_affiliation_string":"College of Computer Science and Technology, MIIT Key Laboratory of Pattern Analysis and Machine Intelligence, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011793912","display_name":"Fulin Wei","orcid":"https://orcid.org/0000-0003-1962-0675"},"institutions":[{"id":"https://openalex.org/I25254941","display_name":"Beijing Normal University","ror":"https://ror.org/022k4wk35","country_code":"CN","type":"education","lineage":["https://openalex.org/I25254941"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fulin Wei","raw_affiliation_strings":["School of Artificial Intelligence, EngineeringResearch Center of Intelligent Technology and Educational Application, Ministry of Education, Beijing Normal University, Beijing, China","Engineering Research Center of Intelligent Technology and Educational Application, Ministry of Education, School of Artificial Intelligence,, Beijing Normal University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-1962-0675","affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, EngineeringResearch Center of Intelligent Technology and Educational Application, Ministry of Education, Beijing Normal University, Beijing, China","institution_ids":["https://openalex.org/I25254941"]},{"raw_affiliation_string":"Engineering Research Center of Intelligent Technology and Educational Application, Ministry of Education, School of Artificial Intelligence,, Beijing Normal University, Beijing, China","institution_ids":["https://openalex.org/I25254941"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073301735","display_name":"Xuyun Wen","orcid":"https://orcid.org/0000-0003-2230-8658"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuyun Wen","raw_affiliation_strings":["MIIT Key Laboratory of Pattern Analysis and Machine Intelligence, College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China","College of Computer Science and Technology, MIIT Key Laboratory of Pattern Analysis and Machine Intelligence, Nanjing University of Aeronautics and Astronautics, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0003-2230-8658","affiliations":[{"raw_affiliation_string":"MIIT Key Laboratory of Pattern Analysis and Machine Intelligence, College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]},{"raw_affiliation_string":"College of Computer Science and Technology, MIIT Key Laboratory of Pattern Analysis and Machine Intelligence, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007297993","display_name":"Xia Wu","orcid":"https://orcid.org/0000-0002-2377-6093"},"institutions":[{"id":"https://openalex.org/I25254941","display_name":"Beijing Normal University","ror":"https://ror.org/022k4wk35","country_code":"CN","type":"education","lineage":["https://openalex.org/I25254941"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xia Wu","raw_affiliation_strings":["School of Artificial Intelligence, EngineeringResearch Center of Intelligent Technology and Educational Application, Ministry of Education, Beijing Normal University, Beijing, China","Engineering Research Center of Intelligent Technology and Educational Application, Ministry of Education, School of Artificial Intelligence,, Beijing Normal University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-2377-6093","affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, EngineeringResearch Center of Intelligent Technology and Educational Application, Ministry of Education, Beijing Normal University, Beijing, China","institution_ids":["https://openalex.org/I25254941"]},{"raw_affiliation_string":"Engineering Research Center of Intelligent Technology and Educational Application, Ministry of Education, School of Artificial Intelligence,, Beijing Normal University, Beijing, China","institution_ids":["https://openalex.org/I25254941"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018821033","display_name":"Daoqiang Zhang","orcid":"https://orcid.org/0000-0002-5658-7643"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Daoqiang Zhang","raw_affiliation_strings":["MIIT Key Laboratory of Pattern Analysis and Machine Intelligence, College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China","College of Computer Science and Technology, MIIT Key Laboratory of Pattern Analysis and Machine Intelligence, Nanjing University of Aeronautics and Astronautics, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-5658-7643","affiliations":[{"raw_affiliation_string":"MIIT Key Laboratory of Pattern Analysis and Machine Intelligence, College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]},{"raw_affiliation_string":"College of Computer Science and Technology, MIIT Key Laboratory of Pattern Analysis and Machine Intelligence, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.2581,"has_fulltext":false,"cited_by_count":32,"citation_normalized_percentile":{"value":0.96518116,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"72","issue":null,"first_page":"1","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9995999932289124,"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":0.9995999932289124,"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/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9886000156402588,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10645","display_name":"Cardiac Arrest and Resuscitation","score":0.9710000157356262,"subfield":{"id":"https://openalex.org/subfields/2711","display_name":"Emergency Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7616254091262817},{"id":"https://openalex.org/keywords/discriminator","display_name":"Discriminator","score":0.7458108067512512},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7000688314437866},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6709904670715332},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6451801657676697},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.5693773627281189},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5442848205566406},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.48428720235824585},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4803394079208374},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.09891077876091003}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7616254091262817},{"id":"https://openalex.org/C2779803651","wikidata":"https://www.wikidata.org/wiki/Q5282088","display_name":"Discriminator","level":3,"score":0.7458108067512512},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7000688314437866},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6709904670715332},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6451801657676697},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.5693773627281189},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5442848205566406},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.48428720235824585},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4803394079208374},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.09891077876091003},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tim.2023.3276515","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2023.3276515","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"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 Transactions on Instrumentation and Measurement","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.699999988079071,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[{"id":"https://openalex.org/G3701287580","display_name":null,"funder_award_id":"62050410348","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6398569721","display_name":null,"funder_award_id":"2018YFC2001600","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G7529917","display_name":"\u9762\u5411\u5927\u6570\u636e\u673a\u5668\u5b66\u4e60\u7684\u4e0d\u786e\u5b9a\u6027\u5efa\u6a21\u53ca\u5e94\u7528\u7814\u7a76","funder_award_id":"61732006","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7803934831","display_name":null,"funder_award_id":"2018YFC2001602","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G7869937607","display_name":null,"funder_award_id":"62136004","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8357599631","display_name":null,"funder_award_id":"61876082","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/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":72,"referenced_works":["https://openalex.org/W401943522","https://openalex.org/W1522301498","https://openalex.org/W1731081199","https://openalex.org/W1881549354","https://openalex.org/W1985871111","https://openalex.org/W2043143027","https://openalex.org/W2057266281","https://openalex.org/W2096943734","https://openalex.org/W2115403315","https://openalex.org/W2157289187","https://openalex.org/W2164943005","https://openalex.org/W2167298530","https://openalex.org/W2179618027","https://openalex.org/W2187089797","https://openalex.org/W2190369823","https://openalex.org/W2271840356","https://openalex.org/W2386393684","https://openalex.org/W2395579298","https://openalex.org/W2461071842","https://openalex.org/W2474755898","https://openalex.org/W2533322963","https://openalex.org/W2559463885","https://openalex.org/W2605382099","https://openalex.org/W2606337139","https://openalex.org/W2610184357","https://openalex.org/W2613904170","https://openalex.org/W2614801503","https://openalex.org/W2732269235","https://openalex.org/W2741907166","https://openalex.org/W2774049169","https://openalex.org/W2781634994","https://openalex.org/W2788768841","https://openalex.org/W2793161294","https://openalex.org/W2795155917","https://openalex.org/W2796389891","https://openalex.org/W2798479175","https://openalex.org/W2802002856","https://openalex.org/W2889945482","https://openalex.org/W2890072046","https://openalex.org/W2903486342","https://openalex.org/W2903959724","https://openalex.org/W2941752771","https://openalex.org/W2962699674","https://openalex.org/W2963693396","https://openalex.org/W2966851358","https://openalex.org/W2980154133","https://openalex.org/W2982126608","https://openalex.org/W2993227128","https://openalex.org/W2999016577","https://openalex.org/W3019783530","https://openalex.org/W3041133507","https://openalex.org/W3047208690","https://openalex.org/W3081651508","https://openalex.org/W3086685176","https://openalex.org/W3102455230","https://openalex.org/W3175508462","https://openalex.org/W3176450355","https://openalex.org/W3207383179","https://openalex.org/W3211744929","https://openalex.org/W4205253474","https://openalex.org/W4210946108","https://openalex.org/W4225694800","https://openalex.org/W4225725976","https://openalex.org/W4234326366","https://openalex.org/W4241007718","https://openalex.org/W6631190155","https://openalex.org/W6637618735","https://openalex.org/W6639490048","https://openalex.org/W6685893538","https://openalex.org/W6694517276","https://openalex.org/W6750109254","https://openalex.org/W6823374444"],"related_works":["https://openalex.org/W4293202849","https://openalex.org/W1980965563","https://openalex.org/W1489300767","https://openalex.org/W4380714744","https://openalex.org/W2387995142","https://openalex.org/W4319453655","https://openalex.org/W2089959425","https://openalex.org/W2596763562","https://openalex.org/W2964218010","https://openalex.org/W2032664813"],"abstract_inverted_index":{"Regarding":[0],"cognitive":[1,55],"workload":[2,56],"recognition,":[3,57],"electroencephalography":[4],"(EEG)":[5],"signals":[6],"are":[7],"nonstationary":[8],"across":[9],"time":[10],"and":[11,39,94,122,138,180,188,204],"vary":[12],"from":[13,61],"different":[14],"subjects,":[15],"thus":[16],"hindering":[17],"the":[18,32,59,62,69,79,101,107,119,124,128,133,139,143,148,152,202],"cross-subject":[19,54,166],"recognition":[20,70,167,217],"performance.":[21],"Though":[22],"subject":[23,75],"calibration":[24],"or":[25],"collecting":[26],"massive":[27],"training":[28,150,172],"data":[29],"may":[30],"ease":[31],"above":[33],"problem,":[34],"it":[35],"is":[36],"generally":[37],"time-consuming":[38],"expensive.":[40],"In":[41],"this":[42],"paper,":[43],"we":[44],"propose":[45],"a":[46,73,184],"Deep":[47],"Domain":[48],"Adaptation":[49],"(DDA)":[50],"scheme":[51,199],"for":[52,111],"EEG-based":[53],"using":[58],"knowledge":[60],"existing":[63],"subjects":[64],"(source":[65],"domain)":[66],"to":[67,105,177,212],"improve":[68],"performance":[71],"of":[72,210,216],"new":[74],"(target":[76],"domain).":[77],"Precisely,":[78],"proposed":[80],"DDA":[81,198],"method":[82],"composes":[83],"four":[84],"modules,":[85],"EEG":[86,102,186,191],"features":[87,160],"extractor,":[88],"label":[89,115],"classifier,":[90],"feature":[91,103,109,129,135,153],"distribution":[92,130,136,145],"alignment,":[93],"domain":[95,140],"discriminator.":[96],"The":[97,114],"model":[98],"starts":[99],"with":[100,151,208],"extractor":[104],"learn":[106],"shallow":[108,134],"representation":[110,121],"both":[112],"domains.":[113],"classifier":[116,125],"further":[117],"learns":[118,158],"deep":[120,144],"trains":[123],"supervised.":[126],"Finally,":[127],"alignment":[131],"matches":[132,142],"discrepancy,":[137],"discriminator":[141],"discrepancy":[146],"by":[147],"adversarial":[149],"extractor.":[154],"It":[155],"not":[156],"only":[157],"domain-invariant":[159],"but":[161],"also":[162],"achieves":[163],"robust":[164],"domain-adaptive":[165],"results":[168,194],"in":[169,214],"an":[170],"end-to-end":[171],"framework.":[173],"We":[174],"conduct":[175],"experiments":[176],"classify":[178],"low":[179],"high":[181],"workloads":[182],"on":[183],"self-designed":[185],"dataset":[187],"one":[189],"public":[190],"dataset.":[192],"Experimental":[193],"demonstrate":[195],"that":[196],"our":[197],"significantly":[200],"outperforms":[201],"baselines":[203],"other":[205],"state-of-the-art":[206],"methods":[207],"improvements":[209],"2%":[211],"9%":[213],"terms":[215],"accuracy.":[218]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":18},{"year":2024,"cited_by_count":12}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
