{"id":"https://openalex.org/W4400076656","doi":"https://doi.org/10.1109/med61351.2024.10566209","title":"System Based on Efficient Neural Network Fusion for Negative Emotion Classification","display_name":"System Based on Efficient Neural Network Fusion for Negative Emotion Classification","publication_year":2024,"publication_date":"2024-06-11","ids":{"openalex":"https://openalex.org/W4400076656","doi":"https://doi.org/10.1109/med61351.2024.10566209"},"language":"en","primary_location":{"id":"doi:10.1109/med61351.2024.10566209","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/med61351.2024.10566209","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 32nd Mediterranean Conference on Control and Automation (MED)","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/A5099585757","display_name":"R. Bustan","orcid":null},"institutions":[{"id":"https://openalex.org/I61641377","display_name":"Universitatea Na\u021bional\u0103 de \u0218tiin\u021b\u0103 \u0219i Tehnologie Politehnica Bucure\u0219ti","ror":"https://ror.org/0558j5q12","country_code":"RO","type":"education","lineage":["https://openalex.org/I61641377"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"R. Bustan","raw_affiliation_strings":["National University of Science and Technology POLITEHNICA Bucharest,Faculty of Automatic Control and Computer Science,Bucharest,Romania,060042"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University of Science and Technology POLITEHNICA Bucharest,Faculty of Automatic Control and Computer Science,Bucharest,Romania,060042","institution_ids":["https://openalex.org/I61641377"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5099585758","display_name":"R. Boriceanu","orcid":null},"institutions":[{"id":"https://openalex.org/I61641377","display_name":"Universitatea Na\u021bional\u0103 de \u0218tiin\u021b\u0103 \u0219i Tehnologie Politehnica Bucure\u0219ti","ror":"https://ror.org/0558j5q12","country_code":"RO","type":"education","lineage":["https://openalex.org/I61641377"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"R. Boriceanu","raw_affiliation_strings":["National University of Science and Technology POLITEHNICA Bucharest,Faculty of Automatic Control and Computer Science,Bucharest,Romania,060042"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University of Science and Technology POLITEHNICA Bucharest,Faculty of Automatic Control and Computer Science,Bucharest,Romania,060042","institution_ids":["https://openalex.org/I61641377"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044811337","display_name":"Dan Popescu","orcid":"https://orcid.org/0000-0002-1883-0091"},"institutions":[{"id":"https://openalex.org/I61641377","display_name":"Universitatea Na\u021bional\u0103 de \u0218tiin\u021b\u0103 \u0219i Tehnologie Politehnica Bucure\u0219ti","ror":"https://ror.org/0558j5q12","country_code":"RO","type":"education","lineage":["https://openalex.org/I61641377"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"D. Popescu","raw_affiliation_strings":["National University of Science and Technology POLITEHNICA Bucharest,Faculty of Automatic Control and Computer Science,Bucharest,Romania,060042"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University of Science and Technology POLITEHNICA Bucharest,Faculty of Automatic Control and Computer Science,Bucharest,Romania,060042","institution_ids":["https://openalex.org/I61641377"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067604275","display_name":"Loretta Ichim","orcid":"https://orcid.org/0000-0002-7465-3958"},"institutions":[{"id":"https://openalex.org/I61641377","display_name":"Universitatea Na\u021bional\u0103 de \u0218tiin\u021b\u0103 \u0219i Tehnologie Politehnica Bucure\u0219ti","ror":"https://ror.org/0558j5q12","country_code":"RO","type":"education","lineage":["https://openalex.org/I61641377"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"L. Ichim","raw_affiliation_strings":["National University of Science and Technology POLITEHNICA Bucharest,Faculty of Automatic Control and Computer Science,Bucharest,Romania,060042"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University of Science and Technology POLITEHNICA Bucharest,Faculty of Automatic Control and Computer Science,Bucharest,Romania,060042","institution_ids":["https://openalex.org/I61641377"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I61641377"],"apc_list":null,"apc_paid":null,"fwci":0.8877,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.63685918,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"10","issue":null,"first_page":"274","last_page":"279"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14225","display_name":"Advanced Sensor and Control Systems","score":0.6697999835014343,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T14225","display_name":"Advanced Sensor and Control Systems","score":0.6697999835014343,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13731","display_name":"Advanced Computing and Algorithms","score":0.661899983882904,"subfield":{"id":"https://openalex.org/subfields/3322","display_name":"Urban Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13717","display_name":"Advanced Algorithms and Applications","score":0.6473000049591064,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6712892055511475},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.563567042350769},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.5290298461914062},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5185499787330627},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3486250042915344}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6712892055511475},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.563567042350769},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.5290298461914062},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5185499787330627},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3486250042915344},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/med61351.2024.10566209","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/med61351.2024.10566209","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 32nd Mediterranean Conference on Control and Automation (MED)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1965028342","https://openalex.org/W2003238582","https://openalex.org/W2097117768","https://openalex.org/W2103943262","https://openalex.org/W2115252128","https://openalex.org/W2183341477","https://openalex.org/W2618530766","https://openalex.org/W2887909412","https://openalex.org/W2911935942","https://openalex.org/W2963446712","https://openalex.org/W3047893342","https://openalex.org/W3114195756","https://openalex.org/W3155551469","https://openalex.org/W4213135659","https://openalex.org/W4295008533","https://openalex.org/W4310860920","https://openalex.org/W4321243271","https://openalex.org/W4385737717","https://openalex.org/W6637373629","https://openalex.org/W6677618333"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":{"Face":[0],"emotion":[1,42,113],"recognition":[2,43,114],"is":[3,78],"an":[4],"important":[5],"subject":[6],"in":[7,18,100],"fields":[8,123],"such":[9,124],"as":[10,15,17,125],"psychology":[11],"and":[12,55,85,129],"cognitive":[13,127],"sciences,":[14],"well":[16],"applications":[19],"that":[20],"use":[21],"machine":[22],"learning":[23],"methods":[24],"to":[25,109],"create":[26],"intelligent":[27,134],"models":[28,62],"capable":[29],"of":[30,39,75,97,112,133],"understanding":[31],"human":[32],"behavior.":[33],"This":[34,106],"paper":[35],"addresses":[36],"the":[37,81,95,110,130],"challenge":[38],"negative":[40,103],"facial":[41,53,104,138],"by":[44],"employing":[45],"a":[46,68,117],"comprehensive":[47],"framework.":[48],"Our":[49],"approach":[50,99],"leverages":[51],"68":[52],"landmarks":[54],"integrates":[56],"three":[57],"pre-trained":[58],"convolutional":[59],"neural":[60],"network":[61],"(VGG19,":[63],"DenseNet201,":[64],"Inception":[65],"V3)":[66],"into":[67],"unified":[69],"weighted":[70],"voting":[71],"system.":[72],"The":[73,92],"efficacy":[74],"our":[76,98],"system":[77],"evaluated":[79],"using":[80],"Extended":[82],"Cohn-Kanade":[83],"(CK+)":[84],"Karolinska":[86],"Directed":[87],"Emotional":[88],"Faces":[89],"(KDEF)":[90],"databases.":[91],"results":[93],"showcase":[94],"effectiveness":[96],"accurately":[101],"identifying":[102],"emotions.":[105],"research":[107],"contributes":[108],"advancement":[111],"systems.,":[115],"offering":[116],"promising":[118],"methodology":[119],"with":[120],"implications":[121],"for":[122],"psychology.,":[126],"sciences.,":[128],"broader":[131],"spectrum":[132],"systems":[135],"reliant":[136],"on":[137],"expression":[139],"analysis.":[140]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
