{"id":"https://openalex.org/W2593390164","doi":"https://doi.org/10.1109/acssc.2016.7869079","title":"Transfer of multimodal emotion features in deep belief networks","display_name":"Transfer of multimodal emotion features in deep belief networks","publication_year":2016,"publication_date":"2016-11-01","ids":{"openalex":"https://openalex.org/W2593390164","doi":"https://doi.org/10.1109/acssc.2016.7869079","mag":"2593390164"},"language":"en","primary_location":{"id":"doi:10.1109/acssc.2016.7869079","doi":"https://doi.org/10.1109/acssc.2016.7869079","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acssc.2016.7869079","pdf_url":null,"source":{"id":"https://openalex.org/S4363608623","display_name":"Asilomar Conference on Signals, Systems and Computers (ACSSC)","issn_l":"1058-6393","issn":["1058-6393","2576-2303"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 50th Asilomar Conference on Signals, Systems and Computers","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5103820006","display_name":"Hiranmayi Ranganathan","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hiranmayi Ranganathan","raw_affiliation_strings":["Center for Cognitive Ubiquitous Computing (CUbiC), Arizona State University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Cognitive Ubiquitous Computing (CUbiC), Arizona State University","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101153180","display_name":"Shayok Chakraborty","orcid":"https://orcid.org/0000-0001-6378-8286","observed_orcids":["https://orcid.org/0000-0001-6378-8286"]},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shayok Chakraborty","raw_affiliation_strings":["Center for Cognitive Ubiquitous Computing (CUbiC), Arizona State University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Cognitive Ubiquitous Computing (CUbiC), Arizona State University","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066190233","display_name":"Sethuraman Panchanathan","orcid":"https://orcid.org/0000-0002-8769-6340","observed_orcids":["https://orcid.org/0000-0002-8769-6340"]},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sethuraman Panchanathan","raw_affiliation_strings":["Center for Cognitive Ubiquitous Computing (CUbiC), Arizona State University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Cognitive Ubiquitous Computing (CUbiC), Arizona State University","institution_ids":["https://openalex.org/I55732556"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I55732556"],"apc_list":null,"apc_paid":null,"fwci":0.3251,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.60410927,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":87,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"449","last_page":"453"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9735999703407288,"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"}},"topics":[{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9735999703407288,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.007499999832361937,"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/T10057","display_name":"Face and Expression Recognition","score":0.002899999963119626,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/deep-belief-network","display_name":"deep belief network","score":0.7419999837875366},{"id":"https://openalex.org/keywords/feature-transfer","display_name":"feature transfer","score":0.7279999852180481},{"id":"https://openalex.org/keywords/multimodal-emotion-recognition","display_name":"multimodal emotion recognition","score":0.8579999804496765},{"id":"https://openalex.org/keywords/emotion-classification","display_name":"emotion classification","score":0.6380000114440918},{"id":"https://openalex.org/keywords/training-time-reduction","display_name":"training time reduction","score":0.7070000171661377}],"concepts":[{"id":"https://openalex.org/C97385483","wikidata":"https://www.wikidata.org/wiki/Q16954980","display_name":"Deep belief network","level":3,"score":0.7570540904998779},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.7050753831863403},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6927849054336548},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6347777247428894},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.6025216579437256},{"id":"https://openalex.org/C2777438025","wikidata":"https://www.wikidata.org/wiki/Q1339090","display_name":"Emotion recognition","level":2,"score":0.5617558360099792},{"id":"https://openalex.org/C206310091","wikidata":"https://www.wikidata.org/wiki/Q750859","display_name":"Emotion classification","level":2,"score":0.4768320620059967},{"id":"https://openalex.org/C2776175482","wikidata":"https://www.wikidata.org/wiki/Q1195816","display_name":"Transfer (computing)","level":2,"score":0.46114426851272583},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4601064920425415},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4157184064388275},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3536287248134613},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/acssc.2016.7869079","doi":"https://doi.org/10.1109/acssc.2016.7869079","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acssc.2016.7869079","pdf_url":null,"source":{"id":"https://openalex.org/S4363608623","display_name":"Asilomar Conference on Signals, Systems and Computers (ACSSC)","issn_l":"1058-6393","issn":["1058-6393","2576-2303"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 50th Asilomar Conference on Signals, Systems and Computers","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1536680647","https://openalex.org/W1869734671","https://openalex.org/W1898560071","https://openalex.org/W1923404803","https://openalex.org/W2008887256","https://openalex.org/W2009059481","https://openalex.org/W2081835714","https://openalex.org/W2122922389","https://openalex.org/W2136922672","https://openalex.org/W2143350951","https://openalex.org/W2149615089","https://openalex.org/W2149933564","https://openalex.org/W2155541015","https://openalex.org/W2158164339","https://openalex.org/W2163605009","https://openalex.org/W2406223855"],"related_works":["https://openalex.org/W2406223855","https://openalex.org/W3165651565","https://openalex.org/W3105593411","https://openalex.org/W4403442403","https://openalex.org/W2941914178","https://openalex.org/W2921156934","https://openalex.org/W2911640170","https://openalex.org/W4391769153","https://openalex.org/W4391536939","https://openalex.org/W3002833466"],"abstract_inverted_index":{"In":[0],"this":[1,80],"paper,":[2],"we":[3,33,50],"investigate":[4],"the":[5,60,75,82,88],"effect":[6],"of":[7,9,62,77,90],"transfer":[8,61,89],"emotion-rich":[10],"features":[11,64,92],"between":[12,65],"source":[13,66],"and":[14,20,57,67],"target":[15,68],"networks":[16,69],"on":[17,42],"classification":[18],"accuracy":[19],"training":[21],"time":[22],"in":[23,70,94],"a":[24,71,95],"multimodal":[25,96],"setting":[26],"for":[27,46],"vision":[28],"based":[29],"emotion":[30,44,47,63,91],"recognition.":[31],"First,":[32],"propose":[34,51],"emosource-a":[35],"6-layer":[36,53],"Deep":[37],"Belief":[38],"Network":[39],"(DBN),":[40],"trained":[41],"popular":[43],"corpora":[45],"classification.":[48],"Second,":[49],"two":[52],"DBNs":[54],"-":[55],"emotarget":[56],"emotargetftand":[58],"study":[59,87],"layer-by-layer":[72,93],"fashion.":[73],"To":[74],"best":[76],"our":[78],"knowledge,":[79],"is":[81],"first":[83],"research":[84],"effort":[85],"to":[86],"setting.":[97]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2018,"cited_by_count":2}],"updated_date":"2026-10-26T11:51:55.731654","created_date":"2017-03-16T00:00:00"}
