{"id":"https://openalex.org/W4295884593","doi":"https://doi.org/10.3390/e24091281","title":"Cross-Subject Emotion Recognition Using Fused Entropy Features of EEG","display_name":"Cross-Subject Emotion Recognition Using Fused Entropy Features of EEG","publication_year":2022,"publication_date":"2022-09-11","ids":{"openalex":"https://openalex.org/W4295884593","doi":"https://doi.org/10.3390/e24091281","pmid":"https://pubmed.ncbi.nlm.nih.gov/36141167"},"language":"en","primary_location":{"id":"doi:10.3390/e24091281","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e24091281","pdf_url":"https://www.mdpi.com/1099-4300/24/9/1281/pdf?version=1662896026","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1099-4300/24/9/1281/pdf?version=1662896026","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5016857895","display_name":"Xin Zuo","orcid":"https://orcid.org/0000-0002-0828-9748"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]},{"id":"https://openalex.org/I4210092944","display_name":"Dalian University","ror":"https://ror.org/00g2ypp58","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210092944"]},{"id":"https://openalex.org/I94722563","display_name":"University of Jyv\u00e4skyl\u00e4","ror":"https://ror.org/05n3dz165","country_code":"FI","type":"education","lineage":["https://openalex.org/I94722563"]}],"countries":["CN","FI"],"is_corresponding":false,"raw_author_name":"Xin Zuo","raw_affiliation_strings":["Faculty of Information Technology, University of Jyv\u00e4skyl\u00e4, 40014 Jyv\u00e4skyl\u00e4, Finland","School of Biomedical Engineering, Faculty of Electronic Information and Electrical Engineering, Dalian University of Technology, Dalian 116024, China"],"raw_orcid":"https://orcid.org/0000-0002-0828-9748","affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, University of Jyv\u00e4skyl\u00e4, 40014 Jyv\u00e4skyl\u00e4, Finland","institution_ids":["https://openalex.org/I94722563"]},{"raw_affiliation_string":"School of Biomedical Engineering, Faculty of Electronic Information and Electrical Engineering, Dalian University of Technology, Dalian 116024, China","institution_ids":["https://openalex.org/I4210092944","https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100458226","display_name":"Chi Zhang","orcid":"https://orcid.org/0000-0003-0865-5215"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]},{"id":"https://openalex.org/I4210092944","display_name":"Dalian University","ror":"https://ror.org/00g2ypp58","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210092944"]},{"id":"https://openalex.org/I4210124847","display_name":"National Engineering Research Center of Electromagnetic Radiation Control Materials","ror":"https://ror.org/02k4dcs46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210124847"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chi Zhang","raw_affiliation_strings":["Liaoning Key Laboratory of Integrated Circuit and Biomedical Electronic System, Dalian 116024, China","School of Biomedical Engineering, Faculty of Electronic Information and Electrical Engineering, Dalian University of Technology, Dalian 116024, China"],"raw_orcid":"https://orcid.org/0000-0003-0865-5215","affiliations":[{"raw_affiliation_string":"Liaoning Key Laboratory of Integrated Circuit and Biomedical Electronic System, Dalian 116024, China","institution_ids":["https://openalex.org/I4210124847"]},{"raw_affiliation_string":"School of Biomedical Engineering, Faculty of Electronic Information and Electrical Engineering, Dalian University of Technology, Dalian 116024, China","institution_ids":["https://openalex.org/I4210092944","https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036786418","display_name":"Timo H\u00e4m\u00e4l\u00e4inen","orcid":"https://orcid.org/0000-0002-4168-9102"},"institutions":[{"id":"https://openalex.org/I94722563","display_name":"University of Jyv\u00e4skyl\u00e4","ror":"https://ror.org/05n3dz165","country_code":"FI","type":"education","lineage":["https://openalex.org/I94722563"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Timo H\u00e4m\u00e4l\u00e4inen","raw_affiliation_strings":["Faculty of Information Technology, University of Jyv\u00e4skyl\u00e4, 40014 Jyv\u00e4skyl\u00e4, Finland"],"raw_orcid":"https://orcid.org/0000-0002-4168-9102","affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, University of Jyv\u00e4skyl\u00e4, 40014 Jyv\u00e4skyl\u00e4, Finland","institution_ids":["https://openalex.org/I94722563"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063376988","display_name":"Hanbing Gao","orcid":null},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]},{"id":"https://openalex.org/I4210092944","display_name":"Dalian University","ror":"https://ror.org/00g2ypp58","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210092944"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hanbing Gao","raw_affiliation_strings":["School of Biomedical Engineering, Faculty of Electronic Information and Electrical Engineering, Dalian University of Technology, Dalian 116024, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering, Faculty of Electronic Information and Electrical Engineering, Dalian University of Technology, Dalian 116024, China","institution_ids":["https://openalex.org/I4210092944","https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101466939","display_name":"Yu Fu","orcid":"https://orcid.org/0009-0003-2640-5348"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]},{"id":"https://openalex.org/I4210092944","display_name":"Dalian University","ror":"https://ror.org/00g2ypp58","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210092944"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Fu","raw_affiliation_strings":["School of Biomedical Engineering, Faculty of Electronic Information and Electrical Engineering, Dalian University of Technology, Dalian 116024, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering, Faculty of Electronic Information and Electrical Engineering, Dalian University of Technology, Dalian 116024, China","institution_ids":["https://openalex.org/I4210092944","https://openalex.org/I27357992"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042937962","display_name":"Fengyu Cong","orcid":"https://orcid.org/0000-0003-0058-2429"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]},{"id":"https://openalex.org/I4210092944","display_name":"Dalian University","ror":"https://ror.org/00g2ypp58","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210092944"]},{"id":"https://openalex.org/I94722563","display_name":"University of Jyv\u00e4skyl\u00e4","ror":"https://ror.org/05n3dz165","country_code":"FI","type":"education","lineage":["https://openalex.org/I94722563"]}],"countries":["CN","FI"],"is_corresponding":false,"raw_author_name":"Fengyu Cong","raw_affiliation_strings":["Faculty of Information Technology, University of Jyv\u00e4skyl\u00e4, 40014 Jyv\u00e4skyl\u00e4, Finland","School of Biomedical Engineering, Faculty of Electronic Information and Electrical Engineering, Dalian University of Technology, Dalian 116024, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, University of Jyv\u00e4skyl\u00e4, 40014 Jyv\u00e4skyl\u00e4, Finland","institution_ids":["https://openalex.org/I94722563"]},{"raw_affiliation_string":"School of Biomedical Engineering, Faculty of Electronic Information and Electrical Engineering, Dalian University of Technology, Dalian 116024, China","institution_ids":["https://openalex.org/I4210092944","https://openalex.org/I27357992"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100458226"],"corresponding_institution_ids":["https://openalex.org/I27357992","https://openalex.org/I4210092944","https://openalex.org/I4210124847"],"apc_list":{"value":2000,"currency":"CHF","value_usd":2165},"apc_paid":{"value":2000,"currency":"CHF","value_usd":2165},"fwci":1.4687,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.8101823,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"24","issue":"9","first_page":"1281","last_page":"1281"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9994000196456909,"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/T10745","display_name":"Heart Rate Variability and Autonomic Control","score":0.9857000112533569,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.7110859751701355},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6427599191665649},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.6357778310775757},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6244639754295349},{"id":"https://openalex.org/keywords/differential-entropy","display_name":"Differential entropy","score":0.5677119493484497},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5491920113563538},{"id":"https://openalex.org/keywords/emotion-recognition","display_name":"Emotion recognition","score":0.5232402682304382},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4309210479259491},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.42639344930648804},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3526499271392822},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32564014196395874},{"id":"https://openalex.org/keywords/transfer-entropy","display_name":"Transfer entropy","score":0.25385648012161255},{"id":"https://openalex.org/keywords/principle-of-maximum-entropy","display_name":"Principle of maximum entropy","score":0.21882060170173645},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1739751100540161}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7110859751701355},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6427599191665649},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.6357778310775757},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6244639754295349},{"id":"https://openalex.org/C124551494","wikidata":"https://www.wikidata.org/wiki/Q3055345","display_name":"Differential entropy","level":4,"score":0.5677119493484497},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5491920113563538},{"id":"https://openalex.org/C2777438025","wikidata":"https://www.wikidata.org/wiki/Q1339090","display_name":"Emotion recognition","level":2,"score":0.5232402682304382},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4309210479259491},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.42639344930648804},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3526499271392822},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32564014196395874},{"id":"https://openalex.org/C182049051","wikidata":"https://www.wikidata.org/wiki/Q17147155","display_name":"Transfer entropy","level":3,"score":0.25385648012161255},{"id":"https://openalex.org/C9679016","wikidata":"https://www.wikidata.org/wiki/Q1417473","display_name":"Principle of maximum entropy","level":2,"score":0.21882060170173645},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1739751100540161},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.3390/e24091281","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e24091281","pdf_url":"https://www.mdpi.com/1099-4300/24/9/1281/pdf?version=1662896026","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},{"id":"pmid:36141167","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36141167","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":"Entropy (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:jyx.jyu.fi:123456789/83275","is_oa":true,"landing_page_url":"http://urn.fi/URN:NBN:fi:jyu-202209194618","pdf_url":null,"source":{"id":"https://openalex.org/S4306400563","display_name":"Jyv\u00e4skyl\u00e4 University Digital Archive (University of Jyv\u00e4skyl\u00e4)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I94722563","host_organization_name":"University of Jyv\u00e4skyl\u00e4","host_organization_lineage":["https://openalex.org/I94722563"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"research article"},{"id":"pmh:oai:doaj.org/article:33c32721b5fb47b9bfc92a67fa5174bc","is_oa":true,"landing_page_url":"https://doaj.org/article/33c32721b5fb47b9bfc92a67fa5174bc","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Entropy, Vol 24, Iss 9, p 1281 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1099-4300/24/9/1281/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/e24091281","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Entropy; Volume 24; Issue 9; Pages: 1281","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:9497745","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9497745","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Entropy (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/e24091281","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e24091281","pdf_url":"https://www.mdpi.com/1099-4300/24/9/1281/pdf?version=1662896026","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1294954829","display_name":null,"funder_award_id":"61703069","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G25449994","display_name":null,"funder_award_id":"DUT21GF301","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G5554433487","display_name":null,"funder_award_id":"62001312","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G5612574436","display_name":null,"funder_award_id":"2021JH1/10400049","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G5766726025","display_name":null,"funder_award_id":"62001312","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7889756117","display_name":null,"funder_award_id":"61703069","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G8201198177","display_name":null,"funder_award_id":"JCKY2019110B009","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4295884593.pdf"},"referenced_works_count":62,"referenced_works":["https://openalex.org/W1521067671","https://openalex.org/W1536828437","https://openalex.org/W1862394037","https://openalex.org/W1947251450","https://openalex.org/W1970727126","https://openalex.org/W1991919071","https://openalex.org/W2018543616","https://openalex.org/W2026243162","https://openalex.org/W2032307786","https://openalex.org/W2059851411","https://openalex.org/W2071063783","https://openalex.org/W2077204677","https://openalex.org/W2086983697","https://openalex.org/W2102064675","https://openalex.org/W2103184652","https://openalex.org/W2109773980","https://openalex.org/W2112945682","https://openalex.org/W2133849899","https://openalex.org/W2144756000","https://openalex.org/W2164104048","https://openalex.org/W2164368909","https://openalex.org/W2164471543","https://openalex.org/W2165857685","https://openalex.org/W2167595074","https://openalex.org/W2288411366","https://openalex.org/W2339614434","https://openalex.org/W2580887161","https://openalex.org/W2593239008","https://openalex.org/W2636064478","https://openalex.org/W2799657112","https://openalex.org/W2802669571","https://openalex.org/W2810418809","https://openalex.org/W2893791175","https://openalex.org/W2896355603","https://openalex.org/W2897751982","https://openalex.org/W2902733573","https://openalex.org/W2908671501","https://openalex.org/W2914767245","https://openalex.org/W2938949210","https://openalex.org/W2946526173","https://openalex.org/W2950007497","https://openalex.org/W2967729586","https://openalex.org/W2970737019","https://openalex.org/W2995963191","https://openalex.org/W3003908700","https://openalex.org/W3006867092","https://openalex.org/W3008185230","https://openalex.org/W3016093409","https://openalex.org/W3045518516","https://openalex.org/W3048208404","https://openalex.org/W3088631780","https://openalex.org/W3089752722","https://openalex.org/W3135207255","https://openalex.org/W3165055457","https://openalex.org/W3183373935","https://openalex.org/W3194524949","https://openalex.org/W3212244351","https://openalex.org/W3212340323","https://openalex.org/W4220656408","https://openalex.org/W4220704297","https://openalex.org/W4220966602","https://openalex.org/W6675232738"],"related_works":["https://openalex.org/W4308273529","https://openalex.org/W3046882970","https://openalex.org/W4297973239","https://openalex.org/W3149214146","https://openalex.org/W2005569032","https://openalex.org/W3129479059","https://openalex.org/W2071645312","https://openalex.org/W2543167752","https://openalex.org/W3017803079","https://openalex.org/W2019425375"],"abstract_inverted_index":{"Emotion":[0],"recognition":[1,112],"based":[2],"on":[3],"electroencephalography":[4],"(EEG)":[5],"has":[6],"attracted":[7],"high":[8],"interest":[9],"in":[10,29,43,59,75,80,82,90,101,181],"fields":[11],"such":[12],"as":[13,23],"health":[14],"care,":[15],"user":[16],"experience":[17],"evaluation,":[18],"and":[19,117,139],"human-computer":[20],"interaction":[21],"(HCI),":[22],"it":[24],"plays":[25],"an":[26,192],"important":[27],"role":[28],"human":[30],"daily":[31],"life.":[32],"Although":[33],"various":[34],"approaches":[35],"have":[36,69],"been":[37,70],"proposed":[38],"to":[39,51,62,72,146,163],"detect":[40,63],"emotion":[41,64,111],"states":[42,65],"previous":[44],"studies,":[45],"there":[46],"is":[47,174,188],"still":[48],"a":[49,106,118,154],"need":[50],"further":[52,189],"study":[53,147],"the":[54,77,92,158],"dynamic":[55,148],"changes":[56],"of":[57,95,160,172,186,194,203],"EEG":[58,81,173],"different":[60,86,165],"emotions":[61],"accurately.":[66],"Entropy-based":[67],"features":[68,88,116,162,180,199],"proved":[71],"be":[73],"effective":[74],"mining":[76],"complexity":[78],"information":[79,94],"many":[83],"areas.":[84],"However,":[85],"entropy":[87,115,128,131,134,137,141,161,198],"vary":[89],"revealing":[91],"implicit":[93],"EEG.":[96],"To":[97],"improve":[98],"system":[99],"reliability,":[100],"this":[102],"paper,":[103],"we":[104,152],"propose":[105],"framework":[107],"for":[108],"EEG-based":[109],"cross-subject":[110],"using":[113,196],"fused":[114,197],"Bidirectional":[119],"Long":[120],"Short-term":[121],"Memory":[122],"(BiLSTM)":[123],"network.":[124],"Features":[125],"including":[126],"approximate":[127],"(AE),":[129],"fuzzy":[130],"(FE),":[132],"R\u00e9nyi":[133],"(RE),":[135],"differential":[136],"(DE),":[138],"multi-scale":[140],"(MSE)":[142],"are":[143],"first":[144],"calculated":[145],"emotional":[149],"information.":[150],"Then,":[151],"train":[153],"BiLSTM":[155,187],"classifier":[156],"with":[157,191,201],"inputs":[159],"identify":[164],"emotions.":[166,183],"Our":[167],"results":[168],"show":[169],"that":[170,202],"MSE":[171],"more":[175],"efficient":[176],"than":[177],"other":[178],"single-entropy":[179],"recognizing":[182],"The":[184],"performance":[185],"improved":[190],"accuracy":[193],"70.05%":[195],"compared":[200],"single-type":[204],"feature.":[205]},"counts_by_year":[{"year":2026,"cited_by_count":8},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":1}],"updated_date":"2026-05-22T06:13:13.366637","created_date":"2025-10-10T00:00:00"}