{"id":"https://openalex.org/W4308598308","doi":"https://doi.org/10.17762/ijcnis.v14i2.5507","title":"Deep Residual Adaptive Neural Network Based Feature Extraction for Cognitive Computing with Multimodal Sentiment Sensing and Emotion Recognition Process","display_name":"Deep Residual Adaptive Neural Network Based Feature Extraction for Cognitive Computing with Multimodal Sentiment Sensing and Emotion Recognition Process","publication_year":2022,"publication_date":"2022-09-30","ids":{"openalex":"https://openalex.org/W4308598308","doi":"https://doi.org/10.17762/ijcnis.v14i2.5507"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.17762/ijcnis.v14i2.5507","pdf_url":"https://ijcnis.org/index.php/ijcnis/article/download/5507/950","source":{"id":"https://openalex.org/S4210179614","display_name":"International Journal of Communication Networks and Information Security (IJCNIS)","issn_l":"2073-607X","issn":["2073-607X","2076-0930"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319034","host_organization_name":"Iran University of Science and Technology","host_organization_lineage":["https://openalex.org/P4310319034"],"host_organization_lineage_names":["Iran University of Science and Technology"],"type":"journal"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"publishedVersion","is_accepted":true,"is_published":true},"type":"article","type_crossref":"journal-article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ijcnis.org/index.php/ijcnis/article/download/5507/950","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102020544","display_name":"Gopal Arora","orcid":"https://orcid.org/0000-0002-1889-2620"},"institutions":[{"id":"https://openalex.org/I3131826223","display_name":"The Sanskrit College and University","ror":"https://ror.org/04pr7ha69","country_code":"IN","type":"education","lineage":["https://openalex.org/I3131826223"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Gopal Arora","raw_affiliation_strings":["Assistant Professor, Department of Chemistry, Sanskriti University, Mathura, Uttar Pradesh, India."],"affiliations":[{"raw_affiliation_string":"Assistant Professor, Department of Chemistry, Sanskriti University, Mathura, Uttar Pradesh, India.","institution_ids":["https://openalex.org/I3131826223"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055324038","display_name":"Munish Sabharwal","orcid":"https://orcid.org/0000-0002-7338-6982"},"institutions":[{"id":"https://openalex.org/I155125381","display_name":"Galgotias University","ror":"https://ror.org/02w8ba206","country_code":"IN","type":"education","lineage":["https://openalex.org/I155125381"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Munish Sabharwal","raw_affiliation_strings":["Professor, School of Computing Science and Engineering, Galgotias University, Greater Noida, Uttar Pradesh, India."],"affiliations":[{"raw_affiliation_string":"Professor, School of Computing Science and Engineering, Galgotias University, Greater Noida, Uttar Pradesh, India.","institution_ids":["https://openalex.org/I155125381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041900460","display_name":"Pooja Kapila","orcid":null},"institutions":[{"id":"https://openalex.org/I860003557","display_name":"Punjab Engineering College","ror":"https://ror.org/00bsj2955","country_code":"IN","type":"education","lineage":["https://openalex.org/I860003557"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Pooja Kapila","raw_affiliation_strings":["Assistant Professor, Department of Computer Science Engineering, Chandigarh Engineering College, Jhanjeri, India."],"affiliations":[{"raw_affiliation_string":"Assistant Professor, Department of Computer Science Engineering, Chandigarh Engineering College, Jhanjeri, India.","institution_ids":["https://openalex.org/I860003557"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023933722","display_name":"Divya Paikaray","orcid":null},"institutions":[{"id":"https://openalex.org/I106826634","display_name":"Jain University","ror":"https://ror.org/01cnqpt53","country_code":"IN","type":"education","lineage":["https://openalex.org/I106826634"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Divya Paikaray","raw_affiliation_strings":["Assistant Professor, Department of Computer Science, ARKA JAIN University, Jamshedpur, Jharkhand, India."],"affiliations":[{"raw_affiliation_string":"Assistant Professor, Department of Computer Science, ARKA JAIN University, Jamshedpur, Jharkhand, India.","institution_ids":["https://openalex.org/I106826634"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012191401","display_name":"Vipul Vekariya","orcid":null},"institutions":[{"id":"https://openalex.org/I9694494","display_name":"Parul University","ror":"https://ror.org/024v3fg07","country_code":"IN","type":"education","lineage":["https://openalex.org/I9694494"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vipul Vekariya","raw_affiliation_strings":["Professor, Department of Computer Science and Engineering, Parul Institute of Engineering and Technology, Parul University, Vadodara, Gujarat, India."],"affiliations":[{"raw_affiliation_string":"Professor, Department of Computer Science and Engineering, Parul Institute of Engineering and Technology, Parul University, Vadodara, Gujarat, India.","institution_ids":["https://openalex.org/I9694494"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006853168","display_name":"T Narmadha","orcid":null},"institutions":[{"id":"https://openalex.org/I106826634","display_name":"Jain University","ror":"https://ror.org/01cnqpt53","country_code":"IN","type":"education","lineage":["https://openalex.org/I106826634"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Narmadha T","raw_affiliation_strings":["Assistant Professor, Department of Computer Science and Engineering, Jain (Deemed-to-be University), Bangalore, India."],"affiliations":[{"raw_affiliation_string":"Assistant Professor, Department of Computer Science and Engineering, Jain (Deemed-to-be University), Bangalore, India.","institution_ids":["https://openalex.org/I106826634"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"fulltext_origin":"pdf","cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":0,"max":60},"biblio":{"volume":"14","issue":"2","first_page":"189","last_page":"202"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9766,"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":0.9766,"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":0.9657,"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/T13731","display_name":"Advanced Computing and Algorithms","score":0.9612,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.48612905}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6988612},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6765458},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.54144907},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5405009},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.5339889},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.5267876},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.52443224},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.48612905},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.47793797},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41750062},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.092834055},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.088296115},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.07833487},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":true,"landing_page_url":"https://doi.org/10.17762/ijcnis.v14i2.5507","pdf_url":"https://ijcnis.org/index.php/ijcnis/article/download/5507/950","source":{"id":"https://openalex.org/S4210179614","display_name":"International Journal of Communication Networks and Information Security (IJCNIS)","issn_l":"2073-607X","issn":["2073-607X","2076-0930"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319034","host_organization_name":"Iran University of Science and Technology","host_organization_lineage":["https://openalex.org/P4310319034"],"host_organization_lineage_names":["Iran University of Science and Technology"],"type":"journal"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"publishedVersion","is_accepted":true,"is_published":true}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.17762/ijcnis.v14i2.5507","pdf_url":"https://ijcnis.org/index.php/ijcnis/article/download/5507/950","source":{"id":"https://openalex.org/S4210179614","display_name":"International Journal of Communication Networks and Information Security (IJCNIS)","issn_l":"2073-607X","issn":["2073-607X","2076-0930"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319034","host_organization_name":"Iran University of Science and Technology","host_organization_lineage":["https://openalex.org/P4310319034"],"host_organization_lineage_names":["Iran University of Science and Technology"],"type":"journal"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"publishedVersion","is_accepted":true,"is_published":true},"sustainable_development_goals":[{"score":0.61,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":17,"referenced_works":["https://openalex.org/W2008114799","https://openalex.org/W2022204871","https://openalex.org/W2066761753","https://openalex.org/W2112262883","https://openalex.org/W2147490203","https://openalex.org/W2166048187","https://openalex.org/W2465534249","https://openalex.org/W2586286573","https://openalex.org/W2757814769","https://openalex.org/W2790404832","https://openalex.org/W2808770849","https://openalex.org/W2954060546","https://openalex.org/W3000232078","https://openalex.org/W3093043896","https://openalex.org/W3171516435","https://openalex.org/W3194117586","https://openalex.org/W3195546209"],"related_works":["https://openalex.org/W4233449973","https://openalex.org/W2972212393","https://openalex.org/W2949601986","https://openalex.org/W2925692864","https://openalex.org/W2788972299","https://openalex.org/W2729981612","https://openalex.org/W2560215812","https://openalex.org/W2521347458","https://openalex.org/W2498789492","https://openalex.org/W2102148524"],"abstract_inverted_index":{"For":[0,210],"the":[1,18,30,33,44,57,78,127,133,145,158],"healthcare":[2,34,112],"framework,":[3],"automatic":[4],"recognition":[5,108],"of":[6,20,32,39,49,80,140,147,184,194,197,200,217,220,238,241,244,248,263,272,280,284,292,301],"patients\u2019":[7],"emotions":[8],"is":[9,41,56,167,259,268,288],"considered":[10,42],"to":[11,29,92],"be":[12,26,97],"a":[13,111,188],"good":[14],"facilitator.":[15],"Feedback":[16],"about":[17],"status":[19],"patients":[21],"and":[22,46,55,83,137,151,173,202,224,246,282,294],"satisfaction":[23],"levels":[24],"can":[25,96],"provided":[27],"automatically":[28],"stakeholders":[31],"industry.":[35,113],"Multimodal":[36],"sentiment":[37],"analysis":[38],"human":[40],"as":[43,71,275],"attractive":[45],"hot":[47],"topic":[48],"research":[50],"in":[51,182,205,227,250,261,270,290,303],"artificial":[52],"intelligence":[53],"(AI)":[54],"much":[58],"finer":[59],"classification":[60,66],"issue":[61],"which":[62,95],"differs":[63],"from":[64],"other":[65],"issues.":[67],"In":[68],"cognitive":[69],"science,":[70],"emotional":[72,107],"processing":[73],"procedure":[74],"has":[75],"inspired":[76],"more,":[77],"abilities":[79],"both":[81],"binary":[82],"multi-classification":[84],"tasks":[85],"are":[86,129,154],"enhanced":[87],"by":[88,157,176,298],"splitting":[89],"complex":[90],"issues":[91],"simpler":[93],"ones":[94],"handled":[98],"more":[99],"easily.":[100],"This":[101],"article":[102],"proposes":[103],"an":[104],"automated":[105],"audio-visual":[106],"model":[109,115,214,235],"for":[110,123,207],"The":[114,164],"uses":[116],"Deep":[117],"Residual":[118],"Adaptive":[119],"Neural":[120],"Network":[121],"(DeepResANNet)":[122],"feature":[124,136,148],"extraction":[125],"where":[126],"scores":[128],"computed":[130],"based":[131],"on":[132,144],"differences":[134],"between":[135],"class":[138],"values":[139],"adjacent":[141],"instances.":[142],"Based":[143],"output":[146],"extraction,":[149],"positive":[150],"negative":[152],"sub-nets":[153],"trained":[155],"separately":[156],"fusion":[159],"module":[160],"thereby":[161],"improving":[162],"accuracy.":[163],"proposed":[165],"method":[166,191],"extensively":[168],"evaluated":[169],"using":[170],"eNTERFACE\u201905,":[171],"BAUM-2":[172,211,267],"MOSI":[174,232,287],"databases":[175],"comparing":[177],"with":[178],"three":[179,256],"standard":[180],"methods":[181],"terms":[183,262,271,291],"various":[185],"parameters.":[186],"As":[187],"result,":[189],"DeepResANNet":[190],"achieves":[192,215,236],"97.9%":[193],"accuracy,":[195,218,239],"51.5%":[196],"RMSE,":[198,221,242],"42.5%":[199],"RAE":[201,223,245,293,302],"44.9%of":[203],"MAE":[204,226,249,281],"78.9sec":[206],"eNTERFACE\u201905":[208,258],"dataset.":[209],"dataset,":[212,233],"this":[213,234],"94.5%":[216],"46.9%":[219,283],"42.9%of":[222],"30.2%":[225],"78.9":[228],"sec.":[229,305],"By":[230,252],"utilizing":[231],"82.9%":[237],"51.2%":[240],"40.1%":[243,300],"37.6%":[247],"69.2sec.":[251],"analysing":[253],"all":[254],"these":[255],"databases,":[257],"best":[260,269,289],"accuracy":[264],"achieving":[265,299],"97.9%.":[266],"error":[273],"rate":[274],"it":[276],"achieved":[277],"30.2":[278],"%":[279],"RMSE.":[285],"Finally":[286],"minimal":[295],"response":[296],"time":[297],"69.2":[304]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4308598308","counts_by_year":[],"updated_date":"2024-12-06T03:11:27.609693","created_date":"2022-11-12"}
