{"id":"https://openalex.org/W4210532851","doi":"https://doi.org/10.1109/jbhi.2022.3148109","title":"Single-Channel Selection for EEG-Based Emotion Recognition Using Brain Rhythm Sequencing","display_name":"Single-Channel Selection for EEG-Based Emotion Recognition Using Brain Rhythm Sequencing","publication_year":2022,"publication_date":"2022-02-04","ids":{"openalex":"https://openalex.org/W4210532851","doi":"https://doi.org/10.1109/jbhi.2022.3148109","pmid":"https://pubmed.ncbi.nlm.nih.gov/35120013"},"language":"en","primary_location":{"id":"doi:10.1109/jbhi.2022.3148109","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2022.3148109","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"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 Journal of Biomedical and Health Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Jia Wen 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"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Jia Wen Li","raw_affiliation_strings":["State Key Laboratory of Analog and Mixed-Signal VLSI, University of Macau, Macau, China"],"raw_orcid":"https://orcid.org/0000-0002-8586-9535","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":null,"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":null,"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, University of Macau, Macau, China"],"raw_orcid":"https://orcid.org/0000-0003-3813-5800","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Macau, Macau, China","institution_ids":["https://openalex.org/I204512498"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Fei Chen","orcid":"https://orcid.org/0000-0002-6988-492X"},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fei Chen","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, Southern University of Science and Technology, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-6988-492X","affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, Southern University of Science and Technology, Shenzhen, China","institution_ids":["https://openalex.org/I3045169105"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Cheng Li","orcid":null},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cheng Li","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, Southern University of Science and Technology, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, Southern University of Science and Technology, Shenzhen, China","institution_ids":["https://openalex.org/I3045169105"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Ming Tao Li","orcid":null},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ming Tao Li","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, Southern University of Science and Technology, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, Southern University of Science and Technology, Shenzhen, China","institution_ids":["https://openalex.org/I3045169105"]}]},{"author_position":"middle","author":{"id":null,"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, University of Macau, Macau, China"],"raw_orcid":"https://orcid.org/0000-0003-0663-0049","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":"last","author":{"id":null,"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"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":10.0045,"has_fulltext":false,"cited_by_count":57,"citation_normalized_percentile":{"value":0.98638743,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"26","issue":"6","first_page":"2493","last_page":"2503"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.4799000024795532,"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"}},"topics":[{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.4799000024795532,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.46790000796318054,"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/T11309","display_name":"Music and Audio Processing","score":0.017000000923871994,"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/dynamic-time-warping","display_name":"Dynamic time warping","score":0.708899974822998},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.7041000127792358},{"id":"https://openalex.org/keywords/rhythm","display_name":"Rhythm","score":0.6748999953269958},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6474999785423279},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5834000110626221},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.5263000130653381},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.4860000014305115},{"id":"https://openalex.org/keywords/emotion-recognition","display_name":"Emotion recognition","score":0.4494999945163727},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.41780000925064087}],"concepts":[{"id":"https://openalex.org/C88516994","wikidata":"https://www.wikidata.org/wiki/Q1268863","display_name":"Dynamic time warping","level":2,"score":0.708899974822998},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7041000127792358},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.703000009059906},{"id":"https://openalex.org/C135343436","wikidata":"https://www.wikidata.org/wiki/Q170406","display_name":"Rhythm","level":2,"score":0.6748999953269958},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6474999785423279},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.6123999953269958},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5834000110626221},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5613999962806702},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.5263000130653381},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.4860000014305115},{"id":"https://openalex.org/C2777438025","wikidata":"https://www.wikidata.org/wiki/Q1339090","display_name":"Emotion recognition","level":2,"score":0.4494999945163727},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.41780000925064087},{"id":"https://openalex.org/C113954288","wikidata":"https://www.wikidata.org/wiki/Q186885","display_name":"Timestamp","level":2,"score":0.397599995136261},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.3815000057220459},{"id":"https://openalex.org/C120843803","wikidata":"https://www.wikidata.org/wiki/Q4955807","display_name":"Brain activity and meditation","level":3,"score":0.3727000057697296},{"id":"https://openalex.org/C206310091","wikidata":"https://www.wikidata.org/wiki/Q750859","display_name":"Emotion classification","level":2,"score":0.3434000015258789},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.33250001072883606},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.323199987411499},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.3190999925136566},{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.3122999966144562},{"id":"https://openalex.org/C142433447","wikidata":"https://www.wikidata.org/wiki/Q7806653","display_name":"Time\u2013frequency analysis","level":3,"score":0.2915000021457672},{"id":"https://openalex.org/C45273575","wikidata":"https://www.wikidata.org/wiki/Q578970","display_name":"Spectrogram","level":2,"score":0.2775000035762787},{"id":"https://openalex.org/C110083411","wikidata":"https://www.wikidata.org/wiki/Q1744628","display_name":"Statistical classification","level":2,"score":0.2702000141143799},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.26429998874664307},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.2590999901294708},{"id":"https://openalex.org/C93959086","wikidata":"https://www.wikidata.org/wiki/Q6888345","display_name":"Model selection","level":2,"score":0.2556000053882599},{"id":"https://openalex.org/C156321","wikidata":"https://www.wikidata.org/wiki/Q4736045","display_name":"Sensorimotor rhythm","level":4,"score":0.25440001487731934},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.2508000135421753}],"mesh":[{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D004644","descriptor_name":"Emotions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004644","descriptor_name":"Emotions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004644","descriptor_name":"Emotions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016247","descriptor_name":"Information Storage and Retrieval","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016247","descriptor_name":"Information Storage and Retrieval","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016247","descriptor_name":"Information Storage and Retrieval","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/jbhi.2022.3148109","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2022.3148109","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"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 Journal of Biomedical and Health Informatics","raw_type":"journal-article"},{"id":"pmid:35120013","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35120013","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE journal of biomedical and health informatics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3231374385","display_name":null,"funder_award_id":"0144/2019/A3","funder_id":"https://openalex.org/F4320321655","funder_display_name":"Science and Technology Development Fund"},{"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/G4487394126","display_name":null,"funder_award_id":"088/2016/A2","funder_id":"https://openalex.org/F4320321655","funder_display_name":"Science and Technology Development Fund"},{"id":"https://openalex.org/G50556684","display_name":null,"funder_award_id":"0022/2020/AFJ","funder_id":"https://openalex.org/F4320321655","funder_display_name":"Science and Technology Development Fund"},{"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/F4320321655","display_name":"Science and Technology Development Fund","ror":"https://ror.org/044vr6g03"},{"id":"https://openalex.org/F4320322841","display_name":"Universidade de Macau","ror":"https://ror.org/01r4q9n85"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W1135139655","https://openalex.org/W1588660611","https://openalex.org/W1877153489","https://openalex.org/W1905523106","https://openalex.org/W1947251450","https://openalex.org/W2002055708","https://openalex.org/W2004204487","https://openalex.org/W2034802170","https://openalex.org/W2045474474","https://openalex.org/W2048286150","https://openalex.org/W2053906014","https://openalex.org/W2102831150","https://openalex.org/W2122098299","https://openalex.org/W2125675750","https://openalex.org/W2128495200","https://openalex.org/W2132450666","https://openalex.org/W2166544541","https://openalex.org/W2176865601","https://openalex.org/W2177778174","https://openalex.org/W2289714406","https://openalex.org/W2344864600","https://openalex.org/W2345356450","https://openalex.org/W2393256679","https://openalex.org/W2464929676","https://openalex.org/W2523577021","https://openalex.org/W2550969987","https://openalex.org/W2559777429","https://openalex.org/W2565944610","https://openalex.org/W2582244108","https://openalex.org/W2599124244","https://openalex.org/W2734337238","https://openalex.org/W2749183303","https://openalex.org/W2790814155","https://openalex.org/W2803458449","https://openalex.org/W2808471375","https://openalex.org/W2906908256","https://openalex.org/W2924944963","https://openalex.org/W2943183446","https://openalex.org/W2946820798","https://openalex.org/W2974269034","https://openalex.org/W2975985722","https://openalex.org/W2988548970","https://openalex.org/W2991098280","https://openalex.org/W2998961866","https://openalex.org/W3002019319","https://openalex.org/W3034872470","https://openalex.org/W3088736438","https://openalex.org/W3110327404","https://openalex.org/W3160345326","https://openalex.org/W6682865332","https://openalex.org/W6693674538","https://openalex.org/W7066667914"],"related_works":[],"abstract_inverted_index":{"Recently,":[0],"electroencephalography":[1],"(EEG)":[2],"signals":[3],"have":[4],"shown":[5],"great":[6],"potential":[7],"for":[8,72,85,111,192],"emotion":[9,87,112,124,170,193],"recognition.":[10,194],"Nevertheless,":[11],"multichannel":[12],"EEG":[13,45],"recordings":[14],"lead":[15],"to":[16,188],"redundant":[17],"data,":[18],"computational":[19],"burden,":[20],"and":[21,128,134,178],"hardware":[22],"complexity.":[23],"Hence,":[24],"efficient":[25],"channel":[26,92],"selection,":[27,30],"especially":[28],"single-channel":[29,102,144,190],"is":[31,70,114],"vital.":[32],"For":[33],"this":[34,182],"purpose,":[35],"a":[36,48,147,185],"technique":[37],"termed":[38],"brain":[39,50],"rhythm":[40,51,73,83],"sequencing":[41],"(BRS)":[42],"that":[43,93,137],"interprets":[44],"based":[46,174],"on":[47,175],"dominant":[49],"having":[52],"the":[53,77,82,86,90,107,117,122,138,162,166,176],"maximum":[54],"instantaneous":[55],"power":[56],"at":[57],"each":[58],"0.2":[59],"s":[60,149],"timestamp":[61],"has":[62],"been":[63],"proposed.":[64],"Then,":[65],"dynamic":[66],"time":[67,109,150],"warping":[68],"(DTW)":[69],"used":[71],"sequence":[74],"classification":[75,139],"through":[76],"similarity":[78],"measure.":[79],"After":[80],"evaluating":[81],"sequences":[84],"recognition":[88,113,125,171],"task,":[89],"representative":[91],"produces":[94],"impressive":[95],"accuracy":[96],"can":[97],"be":[98],"found,":[99],"which":[100],"realizes":[101],"selection":[103,191],"accordingly.":[104],"In":[105],"addition,":[106],"appropriate":[108],"segment":[110],"estimated":[115],"during":[116],"assessments.":[118],"The":[119],"results":[120],"from":[121],"music":[123],"(MER)":[126],"experiment":[127],"three":[129],"emotional":[130],"datasets":[131],"(SEED,":[132],"DEAP,":[133],"MAHNOB)":[135],"indicate":[136],"accuracies":[140],"achieve":[141],"70-82%":[142],"by":[143],"data":[145,159],"with":[146],"10":[148],"length.":[151],"Such":[152],"performances":[153],"are":[154,172],"remarkable":[155],"when":[156],"considering":[157],"minimum":[158],"sources":[160],"as":[161],"primary":[163],"concerns.":[164],"Furthermore,":[165],"individual":[167],"characteristics":[168],"in":[169],"investigated":[173],"channels":[177],"times":[179],"found.":[180],"Therefore,":[181],"study":[183],"provides":[184],"novel":[186],"method":[187],"solve":[189]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":20},{"year":2024,"cited_by_count":16},{"year":2023,"cited_by_count":14},{"year":2022,"cited_by_count":2}],"updated_date":"2026-06-16T09:24:06.705377","created_date":"2022-02-08T00:00:00"}