{"id":"https://openalex.org/W2323851044","doi":"https://doi.org/10.1587/transinf.2015edp7251","title":"Continuous Music-Emotion Recognition Based on Electroencephalogram","display_name":"Continuous Music-Emotion Recognition Based on Electroencephalogram","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2323851044","doi":"https://doi.org/10.1587/transinf.2015edp7251","mag":"2323851044"},"language":"en","primary_location":{"id":"doi:10.1587/transinf.2015edp7251","is_oa":true,"landing_page_url":"https://doi.org/10.1587/transinf.2015edp7251","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/E99.D/4/E99.D_2015EDP7251/_pdf","source":{"id":"https://openalex.org/S2486202937","display_name":"IEICE Transactions on Information and Systems","issn_l":"0916-8532","issn":["0916-8532","1745-1361"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Information and Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://www.jstage.jst.go.jp/article/transinf/E99.D/4/E99.D_2015EDP7251/_pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038153352","display_name":"Nattapong Thammasan","orcid":"https://orcid.org/0000-0003-0487-2482"},"institutions":[{"id":"https://openalex.org/I4210138169","display_name":"Osaka Research Institute of Industrial Science and Technology","ror":"https://ror.org/03r38cy24","country_code":"JP","type":"facility","lineage":["https://openalex.org/I4210138169"]},{"id":"https://openalex.org/I98285908","display_name":"The University of Osaka","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Nattapong THAMMASAN","raw_affiliation_strings":["Institute of Scientific and Industrial Research, Osaka University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Scientific and Industrial Research, Osaka University","institution_ids":["https://openalex.org/I4210138169","https://openalex.org/I98285908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066183149","display_name":"Koichi Moriyama","orcid":"https://orcid.org/0000-0003-1735-1862"},"institutions":[{"id":"https://openalex.org/I4210138169","display_name":"Osaka Research Institute of Industrial Science and Technology","ror":"https://ror.org/03r38cy24","country_code":"JP","type":"facility","lineage":["https://openalex.org/I4210138169"]},{"id":"https://openalex.org/I98285908","display_name":"The University of Osaka","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Koichi MORIYAMA","raw_affiliation_strings":["Institute of Scientific and Industrial Research, Osaka University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Scientific and Industrial Research, Osaka University","institution_ids":["https://openalex.org/I4210138169","https://openalex.org/I98285908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075653507","display_name":"Ken\u2013ichi Fukui","orcid":"https://orcid.org/0000-0002-2451-1919"},"institutions":[{"id":"https://openalex.org/I4210138169","display_name":"Osaka Research Institute of Industrial Science and Technology","ror":"https://ror.org/03r38cy24","country_code":"JP","type":"facility","lineage":["https://openalex.org/I4210138169"]},{"id":"https://openalex.org/I98285908","display_name":"The University of Osaka","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Ken-ichi FUKUI","raw_affiliation_strings":["Institute of Scientific and Industrial Research, Osaka University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Scientific and Industrial Research, Osaka University","institution_ids":["https://openalex.org/I4210138169","https://openalex.org/I98285908"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002214819","display_name":"Masayuki Numao","orcid":"https://orcid.org/0000-0002-4890-1970"},"institutions":[{"id":"https://openalex.org/I4210138169","display_name":"Osaka Research Institute of Industrial Science and Technology","ror":"https://ror.org/03r38cy24","country_code":"JP","type":"facility","lineage":["https://openalex.org/I4210138169"]},{"id":"https://openalex.org/I98285908","display_name":"The University of Osaka","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Masayuki NUMAO","raw_affiliation_strings":["Institute of Scientific and Industrial Research, Osaka University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Scientific and Industrial Research, Osaka University","institution_ids":["https://openalex.org/I4210138169","https://openalex.org/I98285908"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.4014,"has_fulltext":true,"cited_by_count":70,"citation_normalized_percentile":{"value":0.88143105,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"E99.D","issue":"4","first_page":"1234","last_page":"1241"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9991000294685364,"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"}},"topics":[{"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/T10581","display_name":"Neural dynamics and brain function","score":0.9950000047683716,"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":0.9940999746322632,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/arousal","display_name":"Arousal","score":0.7444479465484619},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.6882965564727783},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6552399396896362},{"id":"https://openalex.org/keywords/valence","display_name":"Valence (chemistry)","score":0.6446903347969055},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5662883520126343},{"id":"https://openalex.org/keywords/active-listening","display_name":"Active listening","score":0.5474933385848999},{"id":"https://openalex.org/keywords/emotion-recognition","display_name":"Emotion recognition","score":0.4893181025981903},{"id":"https://openalex.org/keywords/emotion-classification","display_name":"Emotion classification","score":0.4768622815608978},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43242567777633667},{"id":"https://openalex.org/keywords/binary-classification","display_name":"Binary classification","score":0.41460901498794556},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4009985625743866},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.38793283700942993},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.26636064052581787},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.2066982090473175},{"id":"https://openalex.org/keywords/communication","display_name":"Communication","score":0.14791396260261536}],"concepts":[{"id":"https://openalex.org/C36951298","wikidata":"https://www.wikidata.org/wiki/Q379784","display_name":"Arousal","level":2,"score":0.7444479465484619},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.6882965564727783},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6552399396896362},{"id":"https://openalex.org/C168900304","wikidata":"https://www.wikidata.org/wiki/Q171407","display_name":"Valence (chemistry)","level":2,"score":0.6446903347969055},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5662883520126343},{"id":"https://openalex.org/C177291462","wikidata":"https://www.wikidata.org/wiki/Q423038","display_name":"Active listening","level":2,"score":0.5474933385848999},{"id":"https://openalex.org/C2777438025","wikidata":"https://www.wikidata.org/wiki/Q1339090","display_name":"Emotion recognition","level":2,"score":0.4893181025981903},{"id":"https://openalex.org/C206310091","wikidata":"https://www.wikidata.org/wiki/Q750859","display_name":"Emotion classification","level":2,"score":0.4768622815608978},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43242567777633667},{"id":"https://openalex.org/C66905080","wikidata":"https://www.wikidata.org/wiki/Q17005494","display_name":"Binary classification","level":3,"score":0.41460901498794556},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4009985625743866},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.38793283700942993},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.26636064052581787},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.2066982090473175},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.14791396260261536},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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:10.1587/transinf.2015edp7251","is_oa":true,"landing_page_url":"https://doi.org/10.1587/transinf.2015edp7251","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/E99.D/4/E99.D_2015EDP7251/_pdf","source":{"id":"https://openalex.org/S2486202937","display_name":"IEICE Transactions on Information and Systems","issn_l":"0916-8532","issn":["0916-8532","1745-1361"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Information and Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1587/transinf.2015edp7251","is_oa":true,"landing_page_url":"https://doi.org/10.1587/transinf.2015edp7251","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/E99.D/4/E99.D_2015EDP7251/_pdf","source":{"id":"https://openalex.org/S2486202937","display_name":"IEICE Transactions on Information and Systems","issn_l":"0916-8532","issn":["0916-8532","1745-1361"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Information and Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.75,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2323851044.pdf","grobid_xml":"https://content.openalex.org/works/W2323851044.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W884323974","https://openalex.org/W1601314345","https://openalex.org/W1968483512","https://openalex.org/W1983507146","https://openalex.org/W1994233698","https://openalex.org/W2002055708","https://openalex.org/W2004204487","https://openalex.org/W2012060192","https://openalex.org/W2027502701","https://openalex.org/W2028674570","https://openalex.org/W2047573229","https://openalex.org/W2068117910","https://openalex.org/W2079277602","https://openalex.org/W2081420711","https://openalex.org/W2085281696","https://openalex.org/W2085652821","https://openalex.org/W2095905361","https://openalex.org/W2100147270","https://openalex.org/W2108156568","https://openalex.org/W2122098299","https://openalex.org/W2132889650","https://openalex.org/W2133852590","https://openalex.org/W2133990480","https://openalex.org/W2134892478","https://openalex.org/W2139564752","https://openalex.org/W2140617940","https://openalex.org/W2149628368","https://openalex.org/W2152772614","https://openalex.org/W2156868547","https://openalex.org/W2162137602","https://openalex.org/W2296477692","https://openalex.org/W2396294141","https://openalex.org/W2974550657","https://openalex.org/W4234390874","https://openalex.org/W4236173595","https://openalex.org/W4242687562"],"related_works":["https://openalex.org/W2029072726","https://openalex.org/W91913183","https://openalex.org/W2936882366","https://openalex.org/W1987182177","https://openalex.org/W2736893848","https://openalex.org/W2128698257","https://openalex.org/W1544055438","https://openalex.org/W3003450285","https://openalex.org/W2085024878","https://openalex.org/W4361008003"],"abstract_inverted_index":{"Research":[0],"on":[1,44,139],"emotion":[2,62,91,126,133],"recognition":[3,41,134],"using":[4],"electroencephalogram":[5],"(EEG)":[6],"of":[7,54,98],"subjects":[8],"listening":[9,137],"to":[10,79,94,101,120,143,157],"music":[11,136],"has":[12],"become":[13],"more":[14],"active":[15],"in":[16,64,111],"the":[17,49,65,122],"past":[18],"decade.":[19],"However,":[20],"previous":[21],"works":[22],"did":[23],"not":[24],"consider":[25],"emotional":[26,150,161],"oscillations":[27,152],"within":[28],"a":[29,38],"single":[30],"musical":[31],"piece.":[32],"In":[33,130],"this":[34],"research,":[35],"we":[36,89],"propose":[37],"continuous":[39,61,132],"music-emotion":[40],"approach":[42,109],"based":[43,138],"brainwave":[45],"signals.":[46],"While":[47],"considering":[48],"subject-dependent":[50],"and":[51,60,71,87,113,116,153],"changing-over-time":[52],"characteristics":[53],"emotion,":[55],"our":[56,102],"experiment":[57],"included":[58],"self-reporting":[59],"annotation":[63],"arousal-valence":[66],"space.":[67],"Fractal":[68],"dimension":[69],"(FD)":[70],"power":[72],"spectral":[73],"density":[74],"(PSD)":[75],"approaches":[76],"were":[77],"adopted":[78],"extract":[80],"informative":[81],"features":[82],"from":[83],"raw":[84],"EEG":[85,140],"signals":[86],"then":[88],"applied":[90],"classification":[92],"algorithms":[93],"discriminate":[95],"binary":[96],"classes":[97],"emotion.":[99],"According":[100],"experimental":[103],"results,":[104],"FD":[105,117],"slightly":[106],"outperformed":[107],"PSD":[108],"both":[110],"arousal":[112],"valence":[114],"classification,":[115],"was":[118,141],"found":[119,142],"have":[121],"higher":[123],"correlation":[124],"with":[125],"reports":[127],"than":[128],"PSD.":[129],"addition,":[131],"during":[135],"be":[144],"an":[145,155],"effective":[146],"method":[147],"for":[148],"tracking":[149],"reporting":[151],"provides":[154],"opportunity":[156],"better":[158],"understand":[159],"human":[160],"processes.":[162]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":15},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":10},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":6},{"year":2016,"cited_by_count":4}],"updated_date":"2026-07-31T08:31:51.225901","created_date":"2025-10-10T00:00:00"}
