{"id":"https://openalex.org/W2787096030","doi":"https://doi.org/10.1109/aciiw.2017.8272584","title":"Multimodal stability-sensitive emotion recognition based on brainwave and physiological signals","display_name":"Multimodal stability-sensitive emotion recognition based on brainwave and physiological signals","publication_year":2017,"publication_date":"2017-10-01","ids":{"openalex":"https://openalex.org/W2787096030","doi":"https://doi.org/10.1109/aciiw.2017.8272584","mag":"2787096030"},"language":"en","primary_location":{"id":"doi:10.1109/aciiw.2017.8272584","is_oa":false,"landing_page_url":"https://doi.org/10.1109/aciiw.2017.8272584","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 Seventh International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5038153352","display_name":"Nattapong Thammasan","orcid":"https://orcid.org/0000-0003-0487-2482"},"institutions":[{"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":["Graduate School of Information Science and Technology, Osaka University, Osaka, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Information Science and Technology, Osaka University, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062784549","display_name":"Juan Lorenzo Hagad","orcid":null},"institutions":[{"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":"Juan Lorenzo Hagad","raw_affiliation_strings":["Graduate School of Information Science and Technology, Osaka University, Osaka, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Information Science and Technology, Osaka University, Osaka, Japan","institution_ids":["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, Osaka, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Scientific and Industrial Research, Osaka University, Osaka, Japan","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, Osaka, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Scientific and Industrial Research, Osaka University, Osaka, Japan","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":0.3406,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.54303994,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"44","last_page":"49"},"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":0.9995999932289124,"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9969000220298767,"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/modality","display_name":"Modality (human\u2013computer interaction)","score":0.7520542144775391},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7236095666885376},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.7026083469390869},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6004229187965393},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5854342579841614},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.583700954914093},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5579655170440674},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5340190529823303},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.5316862463951111},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.5041967630386353},{"id":"https://openalex.org/keywords/artifact","display_name":"Artifact (error)","score":0.4824972152709961},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.41149696707725525},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.28747862577438354},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.08309352397918701}],"concepts":[{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.7520542144775391},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7236095666885376},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.7026083469390869},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6004229187965393},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5854342579841614},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.583700954914093},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5579655170440674},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5340190529823303},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.5316862463951111},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.5041967630386353},{"id":"https://openalex.org/C2779010991","wikidata":"https://www.wikidata.org/wiki/Q2720909","display_name":"Artifact (error)","level":2,"score":0.4824972152709961},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.41149696707725525},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.28747862577438354},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.08309352397918701},{"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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/aciiw.2017.8272584","is_oa":false,"landing_page_url":"https://doi.org/10.1109/aciiw.2017.8272584","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 Seventh International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320912","display_name":"Ministry of Education, Culture, Sports, Science and Technology","ror":"https://ror.org/048rj2z13"},{"id":"https://openalex.org/F4320334764","display_name":"Japan Society for the Promotion of Science","ror":"https://ror.org/00hhkn466"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1525254066","https://openalex.org/W1535834148","https://openalex.org/W1966389522","https://openalex.org/W1969083883","https://openalex.org/W2002055708","https://openalex.org/W2005418748","https://openalex.org/W2021918806","https://openalex.org/W2028443633","https://openalex.org/W2042031487","https://openalex.org/W2042266440","https://openalex.org/W2047573229","https://openalex.org/W2053101950","https://openalex.org/W2079277602","https://openalex.org/W2109553965","https://openalex.org/W2117645142","https://openalex.org/W2120945046","https://openalex.org/W2128495200","https://openalex.org/W2136129419","https://openalex.org/W2148233570","https://openalex.org/W2149875516","https://openalex.org/W2153635508","https://openalex.org/W2164985412","https://openalex.org/W2167557160","https://openalex.org/W2344864600","https://openalex.org/W2586899884","https://openalex.org/W2595841484","https://openalex.org/W4232944527","https://openalex.org/W6682221384","https://openalex.org/W6735180272"],"related_works":["https://openalex.org/W2401386179","https://openalex.org/W2541976509","https://openalex.org/W2903462437","https://openalex.org/W2888184955","https://openalex.org/W2834751809","https://openalex.org/W2339614434","https://openalex.org/W3150555044","https://openalex.org/W2892517248","https://openalex.org/W2010177052","https://openalex.org/W2010827016","https://openalex.org/W3078725887","https://openalex.org/W2036124792","https://openalex.org/W2064188028","https://openalex.org/W2561127987","https://openalex.org/W2771280538","https://openalex.org/W3184867768","https://openalex.org/W2769694061","https://openalex.org/W3155342250","https://openalex.org/W2062291786","https://openalex.org/W3205821217"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,15,28,49,87],"framework":[4],"for":[5,107],"adaptive":[6],"multimodal":[7],"emotion":[8,138],"recognition":[9,139],"based":[10,85,116],"on":[11,86,117],"signal":[12],"stability":[13,89,97],"as":[14,54,56],"context.":[16],"To":[17],"verify":[18],"the":[19,22,61,92,96,108,130],"efficacy":[20],"of":[21,30,51,64,94,133],"method,":[23],"experiments":[24],"were":[25],"conducted":[26],"using":[27,101],"dataset":[29],"brainwave":[31],"and":[32,110],"physiological":[33],"signals":[34],"(EEG,":[35],"ECG,":[36],"GSR)":[37],"captured":[38],"from":[39],"nine":[40],"subjects":[41],"listening":[42],"to":[43,59,69],"music.":[44],"The":[45,123],"proposed":[46],"method":[47],"uses":[48],"combination":[50],"signal-based":[52],"features":[53],"well":[55],"accelerometer":[57],"data":[58],"quantify":[60],"approximate":[62],"reliability":[63],"each":[65,134],"modality.":[66],"In":[67,91],"contrast":[68],"existing":[70],"approaches,":[71],"unstable":[72],"modalities":[73,112],"are":[74],"not":[75],"rejected":[76],"outright,":[77],"instead":[78],"their":[79],"relative":[80,131],"contribution":[81,132],"is":[82],"dynamically":[83],"adapted":[84],"corresponding":[88],"index.":[90],"case":[93],"EEG,":[95],"index":[98],"was":[99,114],"calculated":[100,115],"an":[102],"artifact":[103],"rejection":[104],"technique,":[105],"while":[106],"ECG":[109],"GSR":[111],"it":[113],"body":[118],"movement":[119],"detected":[120],"through":[121],"accelerometers.":[122],"experimental":[124],"results":[125],"show":[126],"that":[127],"temporally":[128],"varying":[129],"modality":[135],"can":[136],"improve":[137],"performance.":[140]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
