{"id":"https://openalex.org/W2954673766","doi":"https://doi.org/10.1142/s0219622019500238","title":"Analyzing Emotional Oscillatory Brain Network for Valence and Arousal-Based Emotion Recognition Using EEG Data","display_name":"Analyzing Emotional Oscillatory Brain Network for Valence and Arousal-Based Emotion Recognition Using EEG Data","publication_year":2019,"publication_date":"2019-07-01","ids":{"openalex":"https://openalex.org/W2954673766","doi":"https://doi.org/10.1142/s0219622019500238","mag":"2954673766"},"language":"en","primary_location":{"id":"doi:10.1142/s0219622019500238","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0219622019500238","pdf_url":null,"source":{"id":"https://openalex.org/S207089700","display_name":"International Journal of Information Technology & Decision Making","issn_l":"0219-6220","issn":["0219-6220","1793-6845"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Information Technology & Decision Making","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/A5009346768","display_name":"Jianzhuo Yan","orcid":"https://orcid.org/0000-0002-9116-4769"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jianzhuo Yan","raw_affiliation_strings":["Beijing Advanced Innovation Center for Future, Internet Technology, Beijing University of Technology, Beijing 100124, P.\u00a0R.\u00a0China","Faculty of Information Technology, Beijing University of Technology, Beijing 100124, P.\u00a0R.\u00a0China","The Ministry of Education P. R. C Engineering Research, Center of Digital Community, Beijing 100022, P.\u00a0R.\u00a0China"],"affiliations":[{"raw_affiliation_string":"Beijing Advanced Innovation Center for Future, Internet Technology, Beijing University of Technology, Beijing 100124, P.\u00a0R.\u00a0China","institution_ids":["https://openalex.org/I37796252"]},{"raw_affiliation_string":"Faculty of Information Technology, Beijing University of Technology, Beijing 100124, P.\u00a0R.\u00a0China","institution_ids":["https://openalex.org/I37796252"]},{"raw_affiliation_string":"The Ministry of Education P. R. C Engineering Research, Center of Digital Community, Beijing 100022, P.\u00a0R.\u00a0China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083968598","display_name":"Hongzhi Kuai","orcid":"https://orcid.org/0000-0002-2746-648X"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongzhi Kuai","raw_affiliation_strings":["Beijing Advanced Innovation Center for Future, Internet Technology, Beijing University of Technology, Beijing 100124, P.\u00a0R.\u00a0China","Faculty of Information Technology, Beijing University of Technology, Beijing 100124, P.\u00a0R.\u00a0China","The Ministry of Education P. R. C Engineering Research, Center of Digital Community, Beijing 100022, P.\u00a0R.\u00a0China"],"affiliations":[{"raw_affiliation_string":"Beijing Advanced Innovation Center for Future, Internet Technology, Beijing University of Technology, Beijing 100124, P.\u00a0R.\u00a0China","institution_ids":["https://openalex.org/I37796252"]},{"raw_affiliation_string":"Faculty of Information Technology, Beijing University of Technology, Beijing 100124, P.\u00a0R.\u00a0China","institution_ids":["https://openalex.org/I37796252"]},{"raw_affiliation_string":"The Ministry of Education P. R. C Engineering Research, Center of Digital Community, Beijing 100022, P.\u00a0R.\u00a0China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100765306","display_name":"Jianhui Chen","orcid":"https://orcid.org/0000-0001-6501-9819"},"institutions":[{"id":"https://openalex.org/I4210115644","display_name":"Chinese Institute for Brain Research","ror":"https://ror.org/029819q61","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210115644"]},{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]},{"id":"https://openalex.org/I71459812","display_name":"Beijing International Studies University","ror":"https://ror.org/058s1vf87","country_code":"CN","type":"education","lineage":["https://openalex.org/I71459812"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianhui Chen","raw_affiliation_strings":["Beijing Advanced Innovation Center for Future, Internet Technology, Beijing University of Technology, Beijing 100124, P.\u00a0R.\u00a0China","Beijing International Collaboration Base on Brain, Informatics and Wisdom Services, Beijing 100124, P.\u00a0R.\u00a0China","Beijing Key Laboratory of MRI and Brain Informatics, Beijing 100124, P.\u00a0R.\u00a0China","Faculty of Information Technology, Beijing University of Technology, Beijing 100124, P.\u00a0R.\u00a0China","International WIC Institute, Beijing University of Technology, Beijing 100124, P.\u00a0R.\u00a0China"],"affiliations":[{"raw_affiliation_string":"Beijing Advanced Innovation Center for Future, Internet Technology, Beijing University of Technology, Beijing 100124, P.\u00a0R.\u00a0China","institution_ids":["https://openalex.org/I37796252"]},{"raw_affiliation_string":"Beijing International Collaboration Base on Brain, Informatics and Wisdom Services, Beijing 100124, P.\u00a0R.\u00a0China","institution_ids":["https://openalex.org/I71459812"]},{"raw_affiliation_string":"Beijing Key Laboratory of MRI and Brain Informatics, Beijing 100124, P.\u00a0R.\u00a0China","institution_ids":["https://openalex.org/I4210115644"]},{"raw_affiliation_string":"Faculty of Information Technology, Beijing University of Technology, Beijing 100124, P.\u00a0R.\u00a0China","institution_ids":["https://openalex.org/I37796252"]},{"raw_affiliation_string":"International WIC Institute, Beijing University of Technology, Beijing 100124, P.\u00a0R.\u00a0China","institution_ids":["https://openalex.org/I37796252"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004182769","display_name":"Na Zhong","orcid":"https://orcid.org/0000-0001-5161-6831"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]},{"id":"https://openalex.org/I153470267","display_name":"Maebashi Institute of Technology","ror":"https://ror.org/01x05rm94","country_code":"JP","type":"education","lineage":["https://openalex.org/I153470267"]},{"id":"https://openalex.org/I4210115644","display_name":"Chinese Institute for Brain Research","ror":"https://ror.org/029819q61","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210115644"]},{"id":"https://openalex.org/I71459812","display_name":"Beijing International Studies University","ror":"https://ror.org/058s1vf87","country_code":"CN","type":"education","lineage":["https://openalex.org/I71459812"]}],"countries":["CN","JP"],"is_corresponding":false,"raw_author_name":"Ning Zhong","raw_affiliation_strings":["Beijing Advanced Innovation Center for Future, Internet Technology, Beijing University of Technology, Beijing 100124, P.\u00a0R.\u00a0China","Beijing International Collaboration Base on Brain, Informatics and Wisdom Services, Beijing 100124, P.\u00a0R.\u00a0China","Beijing Key Laboratory of MRI and Brain Informatics, Beijing 100124, P.\u00a0R.\u00a0China","International WIC Institute, Beijing University of Technology, Beijing 100124, P.\u00a0R.\u00a0China","Knowledge Information Systems Lab, Department of Life Science and Informatics, Maebashi Institute of Technology, Maebashi 371-0816, Japan"],"affiliations":[{"raw_affiliation_string":"Beijing Advanced Innovation Center for Future, Internet Technology, Beijing University of Technology, Beijing 100124, P.\u00a0R.\u00a0China","institution_ids":["https://openalex.org/I37796252"]},{"raw_affiliation_string":"Beijing International Collaboration Base on Brain, Informatics and Wisdom Services, Beijing 100124, P.\u00a0R.\u00a0China","institution_ids":["https://openalex.org/I71459812"]},{"raw_affiliation_string":"Beijing Key Laboratory of MRI and Brain Informatics, Beijing 100124, P.\u00a0R.\u00a0China","institution_ids":["https://openalex.org/I4210115644"]},{"raw_affiliation_string":"International WIC Institute, Beijing University of Technology, Beijing 100124, P.\u00a0R.\u00a0China","institution_ids":["https://openalex.org/I37796252"]},{"raw_affiliation_string":"Knowledge Information Systems Lab, Department of Life Science and Informatics, Maebashi Institute of Technology, Maebashi 371-0816, Japan","institution_ids":["https://openalex.org/I153470267"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5009346768"],"corresponding_institution_ids":["https://openalex.org/I37796252"],"apc_list":null,"apc_paid":null,"fwci":0.6081,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.65916029,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"18","issue":"04","first_page":"1359","last_page":"1378"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.9998000264167786,"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/T10581","display_name":"Neural dynamics and brain function","score":0.9998000264167786,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9991000294685364,"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/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9980999827384949,"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/arousal","display_name":"Arousal","score":0.7091544270515442},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.6316927671432495},{"id":"https://openalex.org/keywords/valence","display_name":"Valence (chemistry)","score":0.6234068870544434},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5956834554672241},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4871351420879364},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.45257633924484253},{"id":"https://openalex.org/keywords/low-arousal-theory","display_name":"Low arousal theory","score":0.42930155992507935},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.39960822463035583},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3772321343421936},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.34078145027160645},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.09515148401260376},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.07438322901725769}],"concepts":[{"id":"https://openalex.org/C36951298","wikidata":"https://www.wikidata.org/wiki/Q379784","display_name":"Arousal","level":2,"score":0.7091544270515442},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.6316927671432495},{"id":"https://openalex.org/C168900304","wikidata":"https://www.wikidata.org/wiki/Q171407","display_name":"Valence (chemistry)","level":2,"score":0.6234068870544434},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5956834554672241},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4871351420879364},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.45257633924484253},{"id":"https://openalex.org/C83629485","wikidata":"https://www.wikidata.org/wiki/Q6692974","display_name":"Low arousal theory","level":3,"score":0.42930155992507935},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.39960822463035583},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3772321343421936},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.34078145027160645},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.09515148401260376},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.07438322901725769},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1142/s0219622019500238","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0219622019500238","pdf_url":null,"source":{"id":"https://openalex.org/S207089700","display_name":"International Journal of Information Technology & Decision Making","issn_l":"0219-6220","issn":["0219-6220","1793-6845"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Information Technology & Decision Making","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:wsi:ijitdm:v:18:y:2019:i:04:n:s0219622019500238","is_oa":false,"landing_page_url":"http://www.worldscientific.com/doi/abs/10.1142/S0219622019500238","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":56,"referenced_works":["https://openalex.org/W22807367","https://openalex.org/W266504756","https://openalex.org/W1947251450","https://openalex.org/W1994405094","https://openalex.org/W1997679949","https://openalex.org/W1998121877","https://openalex.org/W2002055708","https://openalex.org/W2018543616","https://openalex.org/W2036007897","https://openalex.org/W2040608391","https://openalex.org/W2042485636","https://openalex.org/W2045493030","https://openalex.org/W2046198005","https://openalex.org/W2051134452","https://openalex.org/W2063198360","https://openalex.org/W2066702759","https://openalex.org/W2076347184","https://openalex.org/W2079948225","https://openalex.org/W2081420711","https://openalex.org/W2090834654","https://openalex.org/W2095905361","https://openalex.org/W2104731571","https://openalex.org/W2121007597","https://openalex.org/W2138231644","https://openalex.org/W2138234667","https://openalex.org/W2139564752","https://openalex.org/W2139624420","https://openalex.org/W2142766726","https://openalex.org/W2142875089","https://openalex.org/W2144495104","https://openalex.org/W2145044593","https://openalex.org/W2149407814","https://openalex.org/W2158506047","https://openalex.org/W2159353177","https://openalex.org/W2164699598","https://openalex.org/W2172513721","https://openalex.org/W2176865601","https://openalex.org/W2289714406","https://openalex.org/W2301363727","https://openalex.org/W2301736659","https://openalex.org/W2520776243","https://openalex.org/W2523577021","https://openalex.org/W2560101148","https://openalex.org/W2560489016","https://openalex.org/W2596322930","https://openalex.org/W2734337238","https://openalex.org/W2790814155","https://openalex.org/W2791779167","https://openalex.org/W2858620482","https://openalex.org/W2932628637","https://openalex.org/W2989431384","https://openalex.org/W4240429504","https://openalex.org/W4242265264","https://openalex.org/W4242687562","https://openalex.org/W4253907240","https://openalex.org/W4399997790"],"related_works":["https://openalex.org/W2936882366","https://openalex.org/W2233349147","https://openalex.org/W2096703683","https://openalex.org/W2026264164","https://openalex.org/W2085122896","https://openalex.org/W2034261237","https://openalex.org/W2085024878","https://openalex.org/W2029941163","https://openalex.org/W2132321157","https://openalex.org/W1987182177"],"abstract_inverted_index":{"Emotion":[0],"recognition":[1,54,69,126],"is":[2,42,109,129],"a":[3,61,96,195],"highly":[4],"noteworthy":[5],"and":[6,13,40,66,92,100,140,149,164],"challenging":[7],"work":[8],"in":[9,136],"both":[10],"cognitive":[11],"science":[12],"affective":[14,192],"computing.":[15],"Currently,":[16],"neurobiology":[17],"studies":[18],"have":[19],"revealed":[20],"the":[21,52,76,84,113,137,162,174,177,184],"partially":[22,85],"synchronous":[23,86],"oscillating":[24,87],"phenomenon":[25,88],"within":[26,117],"brain,":[27],"which":[28],"needs":[29],"to":[30,47,111,190],"be":[31,188],"analyzed":[32],"from":[33],"oscillatory":[34,78],"synchronization.":[35],"This":[36],"combination":[37],"of":[38,44,51,64,98,152,176,198],"oscillations":[39],"synchronism":[41],"worthy":[43],"further":[45],"exploration":[46],"achieve":[48],"inspiring":[49],"learning":[50],"emotion":[53,68],"models.":[55],"In":[56],"this":[57],"paper,":[58],"we":[59,74],"propose":[60],"novel":[62],"approach":[63,145],"valence":[65,91,163],"arousal-based":[67],"using":[70],"EEG":[71,154],"data.":[72,178],"First,":[73],"construct":[75],"emotional":[77,90,121,125,159],"brain":[79],"network":[80],"(EOBN)":[81],"inspired":[82,169],"by":[83,131],"for":[89,119,156],"arousal.":[93],"And":[94],"then,":[95],"coefficient":[97],"variation":[99],"Welch\u2019s":[101],"[Formula:":[102],"see":[103],"text]-test":[104],"based":[105],"feature":[106],"selection":[107],"method":[108,186],"used":[110,189],"identify":[112],"core":[114],"pattern":[115],"(cEOBN)":[116],"EOBN":[118],"different":[120,141,158],"dimensions.":[122,166],"Finally,":[123],"an":[124],"model":[127],"(ERM)":[128],"built":[130],"combining":[132],"cEOBN-inspired":[133],"information":[134,170],"obtained":[135],"above":[138],"process":[139],"classifiers.":[142],"The":[143,167,179],"proposed":[144],"can":[146,171,187],"combine":[147],"oscillation":[148],"synchronization":[150],"characteristics":[151],"multi-channel":[153],"signals":[155],"recognizing":[157],"states":[160],"under":[161],"arousal":[165],"cEOBN-based":[168],"effectively":[172],"reduce":[173],"dimensionality":[175],"experimental":[180],"results":[181],"show":[182],"that":[183],"previous":[185],"detect":[191],"state":[193],"at":[194],"reasonable":[196],"level":[197],"accuracy.":[199]},"counts_by_year":[{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}