{"id":"https://openalex.org/W2189122790","doi":"https://doi.org/10.1109/acii.2015.7344602","title":"Bimodal feature-based fusion for real-time emotion recognition in a mobile context","display_name":"Bimodal feature-based fusion for real-time emotion recognition in a mobile context","publication_year":2015,"publication_date":"2015-09-01","ids":{"openalex":"https://openalex.org/W2189122790","doi":"https://doi.org/10.1109/acii.2015.7344602","mag":"2189122790"},"language":"en","primary_location":{"id":"doi:10.1109/acii.2015.7344602","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acii.2015.7344602","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 International Conference on Affective Computing and Intelligent Interaction (ACII)","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/A5050012848","display_name":"Sonja Gievska","orcid":"https://orcid.org/0000-0002-3411-2399"},"institutions":[{"id":"https://openalex.org/I193531525","display_name":"George Washington University","ror":"https://ror.org/00y4zzh67","country_code":"US","type":"education","lineage":["https://openalex.org/I193531525"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Sonja Gievska","raw_affiliation_strings":["Computer Science Department, The George Washington University, Washington, DC, USA"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, The George Washington University, Washington, DC, USA","institution_ids":["https://openalex.org/I193531525"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060867122","display_name":"Kiril Koroveshovski","orcid":null},"institutions":[{"id":"https://openalex.org/I76245029","display_name":"Saints Cyril and Methodius University of Skopje","ror":"https://ror.org/02wk2vx54","country_code":"MK","type":"education","lineage":["https://openalex.org/I76245029"]}],"countries":["MK"],"is_corresponding":false,"raw_author_name":"Kiril Koroveshovski","raw_affiliation_strings":["Faculty of Computer Science & Engineering, Univ. of Ss. Cyril and Methodius, Macedonia"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science & Engineering, Univ. of Ss. Cyril and Methodius, Macedonia","institution_ids":["https://openalex.org/I76245029"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020550581","display_name":"Natasha Tagasovska","orcid":null},"institutions":[{"id":"https://openalex.org/I97565354","display_name":"University of Lausanne","ror":"https://ror.org/019whta54","country_code":"CH","type":"education","lineage":["https://openalex.org/I97565354"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Natasha Tagasovska","raw_affiliation_strings":["Department of Information Systems, University of Lausanne"],"affiliations":[{"raw_affiliation_string":"Department of Information Systems, University of Lausanne","institution_ids":["https://openalex.org/I97565354"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5050012848"],"corresponding_institution_ids":["https://openalex.org/I193531525"],"apc_list":null,"apc_paid":null,"fwci":0.63387021,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.75579244,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"401","last_page":"407"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9995999932289124,"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":0.9995999932289124,"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/T10201","display_name":"Speech Recognition and Synthesis","score":0.9804999828338623,"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"}},{"id":"https://openalex.org/T12031","display_name":"Speech and dialogue systems","score":0.9763000011444092,"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":0.6935955882072449},{"id":"https://openalex.org/keywords/emotion-recognition","display_name":"Emotion recognition","score":0.6876123547554016},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.6001361608505249},{"id":"https://openalex.org/keywords/valence","display_name":"Valence (chemistry)","score":0.5488080978393555},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5053368210792542},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5007336139678955},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.4563297927379608},{"id":"https://openalex.org/keywords/affect","display_name":"Affect (linguistics)","score":0.4532046616077423},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.44587963819503784},{"id":"https://openalex.org/keywords/speech-processing","display_name":"Speech processing","score":0.4403063952922821},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36319881677627563},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.15166831016540527},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.14622479677200317},{"id":"https://openalex.org/keywords/communication","display_name":"Communication","score":0.09876418113708496}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6935955882072449},{"id":"https://openalex.org/C2777438025","wikidata":"https://www.wikidata.org/wiki/Q1339090","display_name":"Emotion recognition","level":2,"score":0.6876123547554016},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.6001361608505249},{"id":"https://openalex.org/C168900304","wikidata":"https://www.wikidata.org/wiki/Q171407","display_name":"Valence (chemistry)","level":2,"score":0.5488080978393555},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5053368210792542},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5007336139678955},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4563297927379608},{"id":"https://openalex.org/C2776035688","wikidata":"https://www.wikidata.org/wiki/Q1606558","display_name":"Affect (linguistics)","level":2,"score":0.4532046616077423},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.44587963819503784},{"id":"https://openalex.org/C61328038","wikidata":"https://www.wikidata.org/wiki/Q3358061","display_name":"Speech processing","level":2,"score":0.4403063952922821},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36319881677627563},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.15166831016540527},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.14622479677200317},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.09876418113708496},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/acii.2015.7344602","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acii.2015.7344602","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 International Conference on Affective Computing and Intelligent Interaction (ACII)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.5799999833106995,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W140611833","https://openalex.org/W143173166","https://openalex.org/W175750906","https://openalex.org/W1518369940","https://openalex.org/W1559788381","https://openalex.org/W1604570830","https://openalex.org/W1987048275","https://openalex.org/W1988733743","https://openalex.org/W1995332658","https://openalex.org/W2014399678","https://openalex.org/W2015645277","https://openalex.org/W2077673277","https://openalex.org/W2105468141","https://openalex.org/W2117274752","https://openalex.org/W2118789253","https://openalex.org/W2122160751","https://openalex.org/W2124437639","https://openalex.org/W2125462608","https://openalex.org/W2126552487","https://openalex.org/W2140801466","https://openalex.org/W2153720647","https://openalex.org/W2156191441","https://openalex.org/W2158630797","https://openalex.org/W2162753443","https://openalex.org/W2234490075","https://openalex.org/W2282739905","https://openalex.org/W2408524143","https://openalex.org/W2544860892","https://openalex.org/W2550557083","https://openalex.org/W4245744384","https://openalex.org/W6605742392","https://openalex.org/W6729098122"],"related_works":["https://openalex.org/W2560936962","https://openalex.org/W2788727012","https://openalex.org/W4388203630","https://openalex.org/W2526386912","https://openalex.org/W2410591377","https://openalex.org/W2323113755","https://openalex.org/W2506793457","https://openalex.org/W2359476398","https://openalex.org/W2356645659","https://openalex.org/W2129455854"],"abstract_inverted_index":{"This":[0],"research":[1,72],"explores":[2],"the":[3,28,40,53,82,89,104,115,120,126,130,134,143,153],"viability":[4],"of":[5,9,52,61,67,84,88,107,137,145],"a":[6,23,98,108],"bimodal":[7],"fusion":[8,121],"linguistic":[10,91],"and":[11,49,73,92,100],"acoustic":[12,62,93],"cues":[13,63],"in":[14,18,22,31,64,70,147],"speech":[15,65,148],"to":[16,158],"help":[17],"realtime":[19],"emotion":[20,159],"recognition":[21],"mobile":[24],"application":[25],"that":[26,112,128,149],"steers":[27],"interaction":[29],"dialogue":[30],"tune":[32],"with":[33],"user's":[34],"emotions.":[35],"For":[36],"capturing":[37,129],"affect":[38,146],"at":[39],"language":[41],"level,":[42],"we":[43],"have":[44],"utilized":[45],"both,":[46],"machine":[47],"learning":[48],"valence":[50],"assessment":[51],"words":[54],"carrying":[55],"emotional":[56],"connotations.":[57],"The":[58,123],"indicative":[59],"values":[60],"are":[66],"special":[68],"concern":[69],"this":[71],"an":[74],"optimized":[75],"feature":[76],"set":[77,136],"is":[78,139],"proposed.":[79],"We":[80,96],"highlight":[81],"results":[83,124],"both":[85],"independent":[86],"evaluations":[87],"underlying":[90],"processing":[94],"components.":[95],"present":[97],"study":[99],"ensuing":[101],"discussion":[102],"on":[103],"performance":[105],"metrics":[106],"Logistic":[109],"Model":[110],"Tree":[111],"has":[113],"outperformed":[114],"other":[116],"classifiers":[117],"considered":[118],"for":[119,141],"process.":[122],"reinforce":[125],"notion":[127],"sound":[131],"interplay":[132],"between":[133],"diverse":[135],"features":[138],"crucial":[140],"confronting":[142],"subtleties":[144],"so":[150],"often":[151],"elude":[152],"text-":[154],"or":[155],"acoustic-only":[156],"approaches":[157],"recognition.":[160]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
