{"id":"https://openalex.org/W4382631364","doi":"https://doi.org/10.3233/shti230429","title":"Identifying the Optimal Location of Facial EMG for Emotion Detection Using Logistic Regression","display_name":"Identifying the Optimal Location of Facial EMG for Emotion Detection Using Logistic Regression","publication_year":2023,"publication_date":"2023-06-29","ids":{"openalex":"https://openalex.org/W4382631364","doi":"https://doi.org/10.3233/shti230429","pmid":"https://pubmed.ncbi.nlm.nih.gov/37386963"},"language":"en","primary_location":{"id":"doi:10.3233/shti230429","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti230429","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI230429","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI230429","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5092363937","display_name":"Vinay Kumar Barigala","orcid":"https://orcid.org/0009-0004-4175-2943"},"institutions":[{"id":"https://openalex.org/I56404289","display_name":"Indian Institute of Technology BHU","ror":"https://ror.org/01kh5gc44","country_code":"IN","type":"education","lineage":["https://openalex.org/I56404289"]},{"id":"https://openalex.org/I91357014","display_name":"Banaras Hindu University","ror":"https://ror.org/04cdn2797","country_code":"IN","type":"education","lineage":["https://openalex.org/I91357014"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Vinay Kumar Barigala","raw_affiliation_strings":["School of Biomedical Engineering, Indian Institute of Technology (BHU), Varanasi, Uttar Pradesh, India"],"raw_orcid":"https://orcid.org/0009-0004-4175-2943","affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering, Indian Institute of Technology (BHU), Varanasi, Uttar Pradesh, India","institution_ids":["https://openalex.org/I56404289","https://openalex.org/I91357014"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032881607","display_name":"Sriram Kumar P","orcid":null},"institutions":[{"id":"https://openalex.org/I56404289","display_name":"Indian Institute of Technology BHU","ror":"https://ror.org/01kh5gc44","country_code":"IN","type":"education","lineage":["https://openalex.org/I56404289"]},{"id":"https://openalex.org/I91357014","display_name":"Banaras Hindu University","ror":"https://ror.org/04cdn2797","country_code":"IN","type":"education","lineage":["https://openalex.org/I91357014"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sriram Kumar P","raw_affiliation_strings":["School of Biomedical Engineering, Indian Institute of Technology (BHU), Varanasi, Uttar Pradesh, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering, Indian Institute of Technology (BHU), Varanasi, Uttar Pradesh, India","institution_ids":["https://openalex.org/I56404289","https://openalex.org/I91357014"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083563088","display_name":"Praveen Kumar Govarthan","orcid":null},"institutions":[{"id":"https://openalex.org/I56404289","display_name":"Indian Institute of Technology BHU","ror":"https://ror.org/01kh5gc44","country_code":"IN","type":"education","lineage":["https://openalex.org/I56404289"]},{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]},{"id":"https://openalex.org/I91357014","display_name":"Banaras Hindu University","ror":"https://ror.org/04cdn2797","country_code":"IN","type":"education","lineage":["https://openalex.org/I91357014"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Praveen Kumar Govarthan","raw_affiliation_strings":["School of Biomedical Engineering, Indian Institute of Technology (BHU), Varanasi, Uttar Pradesh, India","Department of Sensor and Biomedical Technology, VIT University, Vellore campus, Vellore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering, Indian Institute of Technology (BHU), Varanasi, Uttar Pradesh, India","institution_ids":["https://openalex.org/I56404289","https://openalex.org/I91357014"]},{"raw_affiliation_string":"Department of Sensor and Biomedical Technology, VIT University, Vellore campus, Vellore, India","institution_ids":["https://openalex.org/I876193797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070918059","display_name":"Swarubini PJ","orcid":"https://orcid.org/0009-0009-9668-3670"},"institutions":[{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Swarubini PJ","raw_affiliation_strings":["Department of Sensor and Biomedical Technology, VIT University, Vellore campus, Vellore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Sensor and Biomedical Technology, VIT University, Vellore campus, Vellore, India","institution_ids":["https://openalex.org/I876193797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092363939","display_name":"Mythili Aasaithambi","orcid":null},"institutions":[{"id":"https://openalex.org/I56404289","display_name":"Indian Institute of Technology BHU","ror":"https://ror.org/01kh5gc44","country_code":"IN","type":"education","lineage":["https://openalex.org/I56404289"]},{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]},{"id":"https://openalex.org/I91357014","display_name":"Banaras Hindu University","ror":"https://ror.org/04cdn2797","country_code":"IN","type":"education","lineage":["https://openalex.org/I91357014"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Mythili Aasaithambi","raw_affiliation_strings":["Department of Sensor and Biomedical Technology, VIT University, Vellore campus, Vellore, India","School of Biomedical Engineering, Indian Institute of Technology (BHU), Varanasi, Uttar Pradesh, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Sensor and Biomedical Technology, VIT University, Vellore campus, Vellore, India","institution_ids":["https://openalex.org/I876193797"]},{"raw_affiliation_string":"School of Biomedical Engineering, Indian Institute of Technology (BHU), Varanasi, Uttar Pradesh, India","institution_ids":["https://openalex.org/I56404289","https://openalex.org/I91357014"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058599157","display_name":"Nagarajan Ganapathy","orcid":"https://orcid.org/0000-0002-3743-5388"},"institutions":[{"id":"https://openalex.org/I122964287","display_name":"National Institute of Technology Tiruchirappalli","ror":"https://ror.org/047x65e68","country_code":"IN","type":"education","lineage":["https://openalex.org/I122964287"]},{"id":"https://openalex.org/I65181880","display_name":"Indian Institute of Technology Hyderabad","ror":"https://ror.org/01j4v3x97","country_code":"IN","type":"education","lineage":["https://openalex.org/I65181880"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Nagarajan Ganapathy","raw_affiliation_strings":["Department of Biomedical Engineering, Indian Institute of Technology Hyderabad, Kandi, Telangana, India","Department of Instrumentation Engineering, National Institute of Technology, Tiruchirappalli, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, Indian Institute of Technology Hyderabad, Kandi, Telangana, India","institution_ids":["https://openalex.org/I65181880"]},{"raw_affiliation_string":"Department of Instrumentation Engineering, National Institute of Technology, Tiruchirappalli, India","institution_ids":["https://openalex.org/I122964287"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092363940","display_name":"Karthik PA","orcid":null},"institutions":[{"id":"https://openalex.org/I122964287","display_name":"National Institute of Technology Tiruchirappalli","ror":"https://ror.org/047x65e68","country_code":"IN","type":"education","lineage":["https://openalex.org/I122964287"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Karthik Pa","raw_affiliation_strings":["Department of Instrumentation Engineering, National Institute of Technology, Tiruchirappalli, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Instrumentation Engineering, National Institute of Technology, Tiruchirappalli, India","institution_ids":["https://openalex.org/I122964287"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071779111","display_name":"Deepesh Kumar","orcid":"https://orcid.org/0000-0002-5572-3391"},"institutions":[{"id":"https://openalex.org/I56404289","display_name":"Indian Institute of Technology BHU","ror":"https://ror.org/01kh5gc44","country_code":"IN","type":"education","lineage":["https://openalex.org/I56404289"]},{"id":"https://openalex.org/I91357014","display_name":"Banaras Hindu University","ror":"https://ror.org/04cdn2797","country_code":"IN","type":"education","lineage":["https://openalex.org/I91357014"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Deepesh Kumar","raw_affiliation_strings":["School of Biomedical Engineering, Indian Institute of Technology (BHU), Varanasi, Uttar Pradesh, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering, Indian Institute of Technology (BHU), Varanasi, Uttar Pradesh, India","institution_ids":["https://openalex.org/I56404289","https://openalex.org/I91357014"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075091286","display_name":"Jac Fredo Agastinose Ronickom","orcid":"https://orcid.org/0000-0001-5759-6632"},"institutions":[{"id":"https://openalex.org/I56404289","display_name":"Indian Institute of Technology BHU","ror":"https://ror.org/01kh5gc44","country_code":"IN","type":"education","lineage":["https://openalex.org/I56404289"]},{"id":"https://openalex.org/I91357014","display_name":"Banaras Hindu University","ror":"https://ror.org/04cdn2797","country_code":"IN","type":"education","lineage":["https://openalex.org/I91357014"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Jac Fredo Agastinose Ronickom","raw_affiliation_strings":["School of Biomedical Engineering, Indian Institute of Technology (BHU), Varanasi, Uttar Pradesh, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering, Indian Institute of Technology (BHU), Varanasi, Uttar Pradesh, India","institution_ids":["https://openalex.org/I56404289","https://openalex.org/I91357014"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5092363937"],"corresponding_institution_ids":["https://openalex.org/I56404289","https://openalex.org/I91357014"],"apc_list":null,"apc_paid":null,"fwci":4.6982,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.94704,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"305","issue":null,"first_page":"81","last_page":"84"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9812999963760376,"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":0.9812999963760376,"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":0.9650999903678894,"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/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9483000040054321,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/logistic-regression","display_name":"Logistic regression","score":0.7518838047981262},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.734113335609436},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6673464775085449},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6655920743942261},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6401329040527344},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"Multilayer perceptron","score":0.543825626373291},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4884258806705475},{"id":"https://openalex.org/keywords/perceptron","display_name":"Perceptron","score":0.46859779953956604},{"id":"https://openalex.org/keywords/facial-electromyography","display_name":"Facial electromyography","score":0.46024057269096375},{"id":"https://openalex.org/keywords/electromyography","display_name":"Electromyography","score":0.4598996639251709},{"id":"https://openalex.org/keywords/facial-expression","display_name":"Facial expression","score":0.32087719440460205},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.27617284655570984},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.24621230363845825},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.15372231602668762},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.12518519163131714}],"concepts":[{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.7518838047981262},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.734113335609436},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6673464775085449},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6655920743942261},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6401329040527344},{"id":"https://openalex.org/C179717631","wikidata":"https://www.wikidata.org/wiki/Q2991667","display_name":"Multilayer perceptron","level":3,"score":0.543825626373291},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4884258806705475},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.46859779953956604},{"id":"https://openalex.org/C6183727","wikidata":"https://www.wikidata.org/wiki/Q5428559","display_name":"Facial electromyography","level":3,"score":0.46024057269096375},{"id":"https://openalex.org/C2777515770","wikidata":"https://www.wikidata.org/wiki/Q507369","display_name":"Electromyography","level":2,"score":0.4598996639251709},{"id":"https://openalex.org/C195704467","wikidata":"https://www.wikidata.org/wiki/Q327968","display_name":"Facial expression","level":2,"score":0.32087719440460205},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.27617284655570984},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.24621230363845825},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.15372231602668762},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.12518519163131714}],"mesh":[{"descriptor_ui":"D004576","descriptor_name":"Electromyography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004576","descriptor_name":"Electromyography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004576","descriptor_name":"Electromyography","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":true},{"descriptor_ui":"D004644","descriptor_name":"Emotions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004644","descriptor_name":"Emotions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005145","descriptor_name":"Face","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005145","descriptor_name":"Face","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005145","descriptor_name":"Face","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005239","descriptor_name":"Fear","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005239","descriptor_name":"Fear","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005239","descriptor_name":"Fear","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016015","descriptor_name":"Logistic Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016015","descriptor_name":"Logistic Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016015","descriptor_name":"Logistic Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.3233/shti230429","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti230429","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI230429","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},{"id":"pmid:37386963","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37386963","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":"Studies in health technology and informatics","raw_type":null}],"best_oa_location":{"id":"doi:10.3233/shti230429","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti230429","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI230429","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4382631364.pdf"},"referenced_works_count":6,"referenced_works":["https://openalex.org/W2979903110","https://openalex.org/W3046009122","https://openalex.org/W3082649184","https://openalex.org/W3194552373","https://openalex.org/W4303438353","https://openalex.org/W4316814299"],"related_works":["https://openalex.org/W3009830040","https://openalex.org/W2914326637","https://openalex.org/W3091878148","https://openalex.org/W2885979031","https://openalex.org/W3008438970","https://openalex.org/W4245305168","https://openalex.org/W2766918803","https://openalex.org/W1974507605","https://openalex.org/W1979238557","https://openalex.org/W4387973783"],"abstract_inverted_index":{"In":[0],"this":[1],"study,":[2],"we":[3],"analyzed":[4],"the":[5,13,17,21,34,39,53,84,88,93,109,114,118,123,134,138],"utility":[6],"of":[7,76,125,136],"electromyogram":[8],"(EMG)":[9],"signals":[10,36,90],"recorded":[11,91],"from":[12,33,87,92,108,127],"zygomaticus":[14],"major":[15],"(zEMG),":[16],"trapezius":[18],"(tEMG),":[19],"and":[20,46,59,63,79,96,111,140],"corrugator":[22],"supercilii":[23],"(cEMG)":[24],"for":[25,113,143],"emotion":[26,144],"detection.":[27],"We":[28,68],"computed":[29],"eleven-time":[30],"domain":[31],"features":[32,49,85,107,124],"EMG":[35,89,126],"to":[37,52,103],"classify":[38],"emotions":[40],"such":[41],"as":[42],"amusing,":[43],"boring,":[44],"relaxing,":[45],"scary.":[47],"The":[48,99],"were":[50],"fed":[51],"logistic":[54],"regression,":[55],"support":[56],"vector":[57],"machine,":[58],"multilayer":[60],"perceptron":[61],"classifiers,":[62],"model":[64],"performance":[65,119],"was":[66],"evaluated.":[67],"achieved":[69],"an":[70],"average":[71],"10-fold":[72],"cross-validation":[73],"classification":[74,100],"accuracy":[75,101],"67.29%.":[77],"67.92%":[78],"64.58%":[80],"by":[81],"LR":[82,115],"using":[83],"extracted":[86],"zEMG,":[94],"tEMG,":[95],"cEMG,":[97],"respectively.":[98],"improved":[102],"70.6%":[104],"while":[105,121],"combining":[106],"zEMG":[110,139],"cEMG":[112,141],"model.":[116],"However,":[117],"dropped":[120],"including":[122],"all":[128],"three":[129],"locations.":[130],"Our":[131],"study":[132],"shows":[133],"importance":[135],"utilizing":[137],"combination":[142],"recognition.":[145]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}