{"id":"https://openalex.org/W2899045835","doi":"https://doi.org/10.1109/mlsp.2018.8517037","title":"CROSS-CORPUS EEG-BASED EMOTION RECOGNITION","display_name":"CROSS-CORPUS EEG-BASED EMOTION RECOGNITION","publication_year":2018,"publication_date":"2018-09-01","ids":{"openalex":"https://openalex.org/W2899045835","doi":"https://doi.org/10.1109/mlsp.2018.8517037","mag":"2899045835"},"language":"en","primary_location":{"id":"doi:10.1109/mlsp.2018.8517037","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mlsp.2018.8517037","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 28th International Workshop on Machine Learning for Signal Processing (MLSP)","raw_type":"proceedings-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/A5013805826","display_name":"Soheil Rayatdoost","orcid":"https://orcid.org/0000-0002-8358-3349"},"institutions":[{"id":"https://openalex.org/I114457229","display_name":"University of Geneva","ror":"https://ror.org/01swzsf04","country_code":"CH","type":"education","lineage":["https://openalex.org/I114457229"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"Soheil Rayatdoost","raw_affiliation_strings":["Swiss Center for Affective Sciences and Computer Science Department, University of Geneva, Switzerland"],"affiliations":[{"raw_affiliation_string":"Swiss Center for Affective Sciences and Computer Science Department, University of Geneva, Switzerland","institution_ids":["https://openalex.org/I114457229"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024169758","display_name":"Mohammad Soleymani","orcid":"https://orcid.org/0000-0002-5873-1434"},"institutions":[{"id":"https://openalex.org/I4210087747","display_name":"Creative Technologies (United States)","ror":"https://ror.org/001qkb777","country_code":"US","type":"company","lineage":["https://openalex.org/I4210087747"]},{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mohammad Soleymani","raw_affiliation_strings":["USC Institute for Creative Technologies, University of Southern California, USA"],"affiliations":[{"raw_affiliation_string":"USC Institute for Creative Technologies, University of Southern California, USA","institution_ids":["https://openalex.org/I4210087747","https://openalex.org/I1174212"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5013805826"],"corresponding_institution_ids":["https://openalex.org/I114457229"],"apc_list":null,"apc_paid":null,"fwci":4.0972,"has_fulltext":false,"cited_by_count":51,"citation_normalized_percentile":{"value":0.9424407,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9961000084877014,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9818000197410583,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/computer-science","display_name":"Computer science","score":0.7800284028053284},{"id":"https://openalex.org/keywords/emotion-recognition","display_name":"Emotion recognition","score":0.7634587287902832},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.6898408532142639},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.657820999622345},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.6386427283287048},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.6099832057952881},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6015180945396423},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4449116587638855},{"id":"https://openalex.org/keywords/emotion-classification","display_name":"Emotion classification","score":0.4431866705417633},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.35146257281303406},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.09333711862564087}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7800284028053284},{"id":"https://openalex.org/C2777438025","wikidata":"https://www.wikidata.org/wiki/Q1339090","display_name":"Emotion recognition","level":2,"score":0.7634587287902832},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.6898408532142639},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.657820999622345},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.6386427283287048},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.6099832057952881},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6015180945396423},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4449116587638855},{"id":"https://openalex.org/C206310091","wikidata":"https://www.wikidata.org/wiki/Q750859","display_name":"Emotion classification","level":2,"score":0.4431866705417633},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.35146257281303406},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.09333711862564087},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mlsp.2018.8517037","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mlsp.2018.8517037","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 28th International Workshop on Machine Learning for Signal Processing (MLSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1208039178","https://openalex.org/W1947251450","https://openalex.org/W1989639247","https://openalex.org/W2002055708","https://openalex.org/W2016839396","https://openalex.org/W2017144821","https://openalex.org/W2038610431","https://openalex.org/W2081420711","https://openalex.org/W2083589971","https://openalex.org/W2100147270","https://openalex.org/W2122098299","https://openalex.org/W2125462608","https://openalex.org/W2155665564","https://openalex.org/W2167716931","https://openalex.org/W2170883741","https://openalex.org/W2278113816","https://openalex.org/W2291663305","https://openalex.org/W2322208196","https://openalex.org/W2552144562","https://openalex.org/W2587345253","https://openalex.org/W2598673810","https://openalex.org/W2614874155","https://openalex.org/W2765292538","https://openalex.org/W2962699674","https://openalex.org/W2962905870","https://openalex.org/W4237208305","https://openalex.org/W6660089423","https://openalex.org/W6685893538","https://openalex.org/W6690073643","https://openalex.org/W6696405891","https://openalex.org/W6735516429","https://openalex.org/W6737781712","https://openalex.org/W6744965255"],"related_works":["https://openalex.org/W1550318927","https://openalex.org/W4305042383","https://openalex.org/W2546649374","https://openalex.org/W2773396412","https://openalex.org/W4380854332","https://openalex.org/W2184859701","https://openalex.org/W4386232293","https://openalex.org/W4380370144","https://openalex.org/W2009950829","https://openalex.org/W2382178633"],"abstract_inverted_index":{"Lack":[0],"of":[1,19,31,64],"generalization":[2],"is":[3,101],"a":[4,40,81],"common":[5],"problem":[6],"in":[7,50],"automatic":[8],"emotion":[9,25,32,108],"recognition.":[10],"The":[11,75],"present":[12],"study":[13],"aims":[14],"to":[15,52],"explore":[16],"the":[17,20,29,53,62,65],"suitability":[18],"existing":[21,54,66],"EEG":[22,111],"features":[23],"for":[24,56,107],"recognition":[26,33,109],"and":[27,47],"investigate":[28],"performance":[30,63],"methods":[34,67],"across":[35,72],"different":[36,73,91],"corpora.":[37,74],"We":[38,59,93],"introduce":[39],"novel":[41],"dataset":[42],"which":[43],"includes":[44],"spontaneous":[45],"emotions":[46],"was":[48],"analyzed":[49],"addition":[51],"datasets":[55],"cross-corpus":[57],"evaluation.":[58],"demonstrate":[60],"that":[61,97],"significantly":[68],"decreases":[69],"when":[70],"evaluated":[71],"best":[76],"results":[77],"are":[78],"obtained":[79],"by":[80,86,103],"convolutional":[82],"neural":[83],"network":[84],"fed":[85],"spectral":[87],"topography":[88],"maps":[89],"from":[90],"bands.":[92],"provide":[94],"some":[95],"evidence":[96],"stimuli-related":[98],"sensory":[99],"information":[100],"learned":[102],"machine":[104],"learning":[105],"models":[106],"using":[110],"signals.":[112]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
