{"id":"https://openalex.org/W4210907107","doi":"https://doi.org/10.1109/tcds.2022.3149953","title":"Emotion Recognition Based on EEG Brain Rhythm Sequencing Technique","display_name":"Emotion Recognition Based on EEG Brain Rhythm Sequencing Technique","publication_year":2022,"publication_date":"2022-02-08","ids":{"openalex":"https://openalex.org/W4210907107","doi":"https://doi.org/10.1109/tcds.2022.3149953"},"language":"en","primary_location":{"id":"doi:10.1109/tcds.2022.3149953","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcds.2022.3149953","pdf_url":null,"source":{"id":"https://openalex.org/S2488537894","display_name":"IEEE Transactions on Cognitive and Developmental Systems","issn_l":"2379-8920","issn":["2379-8920","2379-8939"],"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 Cognitive and Developmental Systems","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/A5100331443","display_name":"Jiawen Li","orcid":"https://orcid.org/0000-0002-8586-9535"},"institutions":[{"id":"https://openalex.org/I204512498","display_name":"University of Macau","ror":"https://ror.org/01r4q9n85","country_code":"MO","type":"education","lineage":["https://openalex.org/I204512498"]},{"id":"https://openalex.org/I4210122543","display_name":"Guangdong Polytechnic Normal University","ror":"https://ror.org/02pcb5m77","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210122543"]}],"countries":["CN","MO"],"is_corresponding":false,"raw_author_name":"Jia Wen Li","raw_affiliation_strings":["State Key Laboratory of Analog and Mixed-Signal VLSI, and the Department of Electrical and Computer Engineering, Faculty of Science and Technology, University of Macau, Macau, China","School of Computer Science, Guangdong Polytechnic Normal University, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-8586-9535","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Analog and Mixed-Signal VLSI, and the Department of Electrical and Computer Engineering, Faculty of Science and Technology, University of Macau, Macau, China","institution_ids":["https://openalex.org/I204512498"]},{"raw_affiliation_string":"School of Computer Science, Guangdong Polytechnic Normal University, Guangzhou, China","institution_ids":["https://openalex.org/I4210122543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005089337","display_name":"Shovan Barma","orcid":"https://orcid.org/0000-0001-8822-7362"},"institutions":[{"id":"https://openalex.org/I4210089896","display_name":"Indian Institute of Information Technology Guwahati","ror":"https://ror.org/00bb9ch64","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210089896"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shovan Barma","raw_affiliation_strings":["Department of Electronics and Communication Engineering, Indian Institute of Information Technology Guwahati, Guwahati, India"],"raw_orcid":"https://orcid.org/0000-0001-8822-7362","affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, Indian Institute of Information Technology Guwahati, Guwahati, India","institution_ids":["https://openalex.org/I4210089896"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048442222","display_name":"Sio Hang Pun","orcid":"https://orcid.org/0000-0002-8648-2092"},"institutions":[{"id":"https://openalex.org/I204512498","display_name":"University of Macau","ror":"https://ror.org/01r4q9n85","country_code":"MO","type":"education","lineage":["https://openalex.org/I204512498"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Sio Hang Pun","raw_affiliation_strings":["State Key Laboratory of Analog and Mixed-Signal VLSI, University of Macau, Macau, China"],"raw_orcid":"https://orcid.org/0000-0002-8648-2092","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Analog and Mixed-Signal VLSI, University of Macau, Macau, China","institution_ids":["https://openalex.org/I204512498"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037922594","display_name":"Mang I Vai","orcid":"https://orcid.org/0000-0003-0663-0049"},"institutions":[{"id":"https://openalex.org/I204512498","display_name":"University of Macau","ror":"https://ror.org/01r4q9n85","country_code":"MO","type":"education","lineage":["https://openalex.org/I204512498"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Mang I. Vai","raw_affiliation_strings":["State Key Laboratory of Analog and Mixed-Signal VLSI, and the Department of Electrical and Computer Engineering, Faculty of Science and Technology, University of Macau, Macau, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Analog and Mixed-Signal VLSI, and the Department of Electrical and Computer Engineering, Faculty of Science and Technology, University of Macau, Macau, China","institution_ids":["https://openalex.org/I204512498"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041126494","display_name":"Peng Un Mak","orcid":"https://orcid.org/0000-0003-3813-5800"},"institutions":[{"id":"https://openalex.org/I204512498","display_name":"University of Macau","ror":"https://ror.org/01r4q9n85","country_code":"MO","type":"education","lineage":["https://openalex.org/I204512498"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Peng Un Mak","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Faculty of Science and Technology, University of Macau, Macau, China"],"raw_orcid":"https://orcid.org/0000-0003-3813-5800","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Faculty of Science and Technology, University of Macau, Macau, China","institution_ids":["https://openalex.org/I204512498"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.7749,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.83806908,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"15","issue":"1","first_page":"163","last_page":"174"},"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/T10667","display_name":"Emotion and Mood Recognition","score":0.9984999895095825,"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/T10581","display_name":"Neural dynamics and brain function","score":0.9908000230789185,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/notation","display_name":"Notation","score":0.7526490688323975},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4286222457885742},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4182596802711487},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.353646844625473},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3264305889606476},{"id":"https://openalex.org/keywords/arithmetic","display_name":"Arithmetic","score":0.1868583858013153}],"concepts":[{"id":"https://openalex.org/C45357846","wikidata":"https://www.wikidata.org/wiki/Q2001982","display_name":"Notation","level":2,"score":0.7526490688323975},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4286222457885742},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4182596802711487},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.353646844625473},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3264305889606476},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.1868583858013153}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcds.2022.3149953","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcds.2022.3149953","pdf_url":null,"source":{"id":"https://openalex.org/S2488537894","display_name":"IEEE Transactions on Cognitive and Developmental Systems","issn_l":"2379-8920","issn":["2379-8920","2379-8939"],"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 Cognitive and Developmental Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.6000000238418579}],"awards":[{"id":"https://openalex.org/G2051321313","display_name":null,"funder_award_id":"2020YFB1313502","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G412513564","display_name":null,"funder_award_id":"MYRG2018-00146-AMSV","funder_id":"https://openalex.org/F4320322841","funder_display_name":"Universidade de Macau"},{"id":"https://openalex.org/G5201370457","display_name":null,"funder_award_id":"MYRG2019-00056-AMSV","funder_id":"https://openalex.org/F4320322841","funder_display_name":"Universidade de Macau"}],"funders":[{"id":"https://openalex.org/F4320322841","display_name":"Universidade de Macau","ror":"https://ror.org/01r4q9n85"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":56,"referenced_works":["https://openalex.org/W1588660611","https://openalex.org/W1657060916","https://openalex.org/W1905523106","https://openalex.org/W1929727337","https://openalex.org/W1947251450","https://openalex.org/W1965832795","https://openalex.org/W2002055708","https://openalex.org/W2003653478","https://openalex.org/W2004204487","https://openalex.org/W2018200772","https://openalex.org/W2031675364","https://openalex.org/W2045474474","https://openalex.org/W2048286150","https://openalex.org/W2057221526","https://openalex.org/W2064770205","https://openalex.org/W2067460630","https://openalex.org/W2081420711","https://openalex.org/W2122098299","https://openalex.org/W2132450666","https://openalex.org/W2164985412","https://openalex.org/W2166544541","https://openalex.org/W2170883741","https://openalex.org/W2174765496","https://openalex.org/W2176865601","https://openalex.org/W2177778174","https://openalex.org/W2289714406","https://openalex.org/W2345356450","https://openalex.org/W2393256679","https://openalex.org/W2464929676","https://openalex.org/W2523577021","https://openalex.org/W2565944610","https://openalex.org/W2580887161","https://openalex.org/W2625929003","https://openalex.org/W2749037581","https://openalex.org/W2772962928","https://openalex.org/W2775675437","https://openalex.org/W2794676248","https://openalex.org/W2799657112","https://openalex.org/W2888184955","https://openalex.org/W2943183446","https://openalex.org/W2952286992","https://openalex.org/W2954673766","https://openalex.org/W2960283727","https://openalex.org/W2960600329","https://openalex.org/W2975985722","https://openalex.org/W2977533331","https://openalex.org/W2988016651","https://openalex.org/W2988548970","https://openalex.org/W2998830321","https://openalex.org/W3000232078","https://openalex.org/W3004735003","https://openalex.org/W3011797309","https://openalex.org/W3034872470","https://openalex.org/W6636773190","https://openalex.org/W6682865332","https://openalex.org/W6693674538"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4391375266","https://openalex.org/W1979597421","https://openalex.org/W2007980826","https://openalex.org/W2051487156","https://openalex.org/W2504004674","https://openalex.org/W2061531152","https://openalex.org/W3002753104","https://openalex.org/W2077600819"],"abstract_inverted_index":{"This":[0],"work":[1],"proposes":[2],"a":[3,56,182,222],"technique":[4,210],"that":[5,167,190],"analyzes":[6],"electroencephalography":[7],"(EEG)":[8],"using":[9],"brain":[10,66,108],"rhythms":[11,67],"(":[12,129],"<inline-formula":[13,21,29,37,46,121,130],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[14,22,30,38,47,122,131],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">":[15,23,31,39,48,123,132],"<tex-math":[16,24,32,40,49,124,133],"notation=\"LaTeX\">$\\delta":[17],"$":[18,26,34,42,51],"</tex-math></inline-formula>":[19,27,35,43,52,126,135],",":[20,28,36,44],"notation=\"LaTeX\">$\\theta":[25],"notation=\"LaTeX\">$\\alpha":[33],"notation=\"LaTeX\">$\\beta":[41],"and":[45,59,149,162,193,214],"notation=\"LaTeX\">$\\gamma":[50],")":[53],"presented":[54],"in":[55,73,93,231],"sequential":[57],"format":[58],"applies":[60],"it":[61],"for":[62,99,115,140,172,216],"emotion":[63,75,217],"recognition.":[64,218],"Although":[65],"are":[68,196],"regarded":[69],"as":[70,173,175,202,204],"reliable":[71],"parameters":[72],"EEG-based":[74],"recognition,":[76],"to":[77,225],"achieve":[78],"high":[79,174,178],"accuracy":[80],"by":[81,104],"considering":[82],"fewer":[83],"optimal":[84,227],"multichannel":[85],"rhythmic":[86,143,229],"features":[87,144,230],"(MCRFs)":[88],"has":[89],"not":[90],"been":[91],"addressed":[92],"detail.":[94],"Thus,":[95],"the":[96,106,111,142,150,191,199,208],"rhythm":[97,109],"sequence":[98],"each":[100],"channel":[101],"is":[102,138],"generated":[103],"choosing":[105],"strongest":[107],"having":[110],"maximum":[112],"instantaneous":[113],"power":[114],"every":[116],"200-ms":[117],"time":[118],"bin.":[119],"A":[120],"notation=\"LaTeX\">${k}$":[125,134],"-nearest":[127],"neighbor":[128],"-NN)":[136],"classifier":[137],"employed":[139],"evaluating":[141],"extracted":[145],"from":[146],"different":[147],"sequences,":[148],"experimental":[151],"validation":[152],"was":[153],"performed":[154],"on":[155],"three":[156],"well-known":[157],"emotional":[158,200],"databases":[159],"(DEAP,":[160],"MAHNOB,":[161],"SEED).":[163],"The":[164],"results":[165],"showed":[166],"approximately":[168],"30%":[169],"of":[170,185],"MCRFs":[171],"87%\u201392%,":[176],"achieving":[177],"classification":[179],"accuracies":[180],"with":[181],"small":[183],"number":[184],"data.":[186],"Further":[187],"investigation":[188],"revealed":[189],"frontal":[192],"parietal":[194],"regions":[195],"active":[197],"during":[198],"process,":[201],"consistent":[203],"earlier":[205],"studies.":[206],"Therefore,":[207],"proposed":[209],"demonstrates":[211],"its":[212],"availability":[213],"reliability":[215],"It":[219],"also":[220],"provides":[221],"novel":[223],"solution":[224],"find":[226],"channel-specific":[228],"EEG":[232],"signal":[233],"analysis.":[234]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":7}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}