{"id":"https://openalex.org/W4282973857","doi":"https://doi.org/10.3233/aise220022","title":"Unsupervised Domain Adaptation for Facial Emotion Recognition in Autistic Children","display_name":"Unsupervised Domain Adaptation for Facial Emotion Recognition in Autistic Children","publication_year":2022,"publication_date":"2022-06-14","ids":{"openalex":"https://openalex.org/W4282973857","doi":"https://doi.org/10.3233/aise220022"},"language":"en","primary_location":{"id":"doi:10.3233/aise220022","is_oa":true,"landing_page_url":"https://doi.org/10.3233/aise220022","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/AISE220022","source":{"id":"https://openalex.org/S4210168452","display_name":"Ambient intelligence and smart environments","issn_l":"1875-4163","issn":["1875-4163","1875-4171"],"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":"Ambient Intelligence and Smart Environments","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/AISE220022","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5082128373","display_name":"Asha Kurian","orcid":"https://orcid.org/0009-0003-6909-5247"},"institutions":[{"id":"https://openalex.org/I196608512","display_name":"PES University","ror":"https://ror.org/05m169e78","country_code":"IN","type":"education","lineage":["https://openalex.org/I196608512"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Asha Kurian","raw_affiliation_strings":["Dept. of MCA, PES University, Bangalore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of MCA, PES University, Bangalore, India","institution_ids":["https://openalex.org/I196608512"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009362621","display_name":"Shikha Tripathi","orcid":"https://orcid.org/0000-0001-8123-5570"},"institutions":[{"id":"https://openalex.org/I196608512","display_name":"PES University","ror":"https://ror.org/05m169e78","country_code":"IN","type":"education","lineage":["https://openalex.org/I196608512"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shikha Tripathi","raw_affiliation_strings":["Dept. of ECE, PES University, Bangalore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of ECE, PES University, Bangalore, India","institution_ids":["https://openalex.org/I196608512"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6879,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.68503685,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10106","display_name":"Autism Spectrum Disorder Research","score":0.9882000088691711,"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/T10106","display_name":"Autism Spectrum Disorder Research","score":0.9882000088691711,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/neurotypical","display_name":"Neurotypical","score":0.9150817394256592},{"id":"https://openalex.org/keywords/autism","display_name":"Autism","score":0.7460192441940308},{"id":"https://openalex.org/keywords/facial-expression","display_name":"Facial expression","score":0.6091405153274536},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.5654124021530151},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5028857588768005},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4983348846435547},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.4889043867588043},{"id":"https://openalex.org/keywords/autism-spectrum-disorder","display_name":"Autism spectrum disorder","score":0.4795205891132355},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4038577377796173},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3950076997280121},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.3791763186454773},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3661162257194519},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.36599138379096985},{"id":"https://openalex.org/keywords/developmental-psychology","display_name":"Developmental psychology","score":0.29993516206741333}],"concepts":[{"id":"https://openalex.org/C2778391849","wikidata":"https://www.wikidata.org/wiki/Q1079090","display_name":"Neurotypical","level":4,"score":0.9150817394256592},{"id":"https://openalex.org/C205778803","wikidata":"https://www.wikidata.org/wiki/Q38404","display_name":"Autism","level":2,"score":0.7460192441940308},{"id":"https://openalex.org/C195704467","wikidata":"https://www.wikidata.org/wiki/Q327968","display_name":"Facial expression","level":2,"score":0.6091405153274536},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.5654124021530151},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5028857588768005},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4983348846435547},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4889043867588043},{"id":"https://openalex.org/C2778538070","wikidata":"https://www.wikidata.org/wiki/Q1436063","display_name":"Autism spectrum disorder","level":3,"score":0.4795205891132355},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4038577377796173},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3950076997280121},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.3791763186454773},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3661162257194519},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.36599138379096985},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.29993516206741333},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/aise220022","is_oa":true,"landing_page_url":"https://doi.org/10.3233/aise220022","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/AISE220022","source":{"id":"https://openalex.org/S4210168452","display_name":"Ambient intelligence and smart environments","issn_l":"1875-4163","issn":["1875-4163","1875-4171"],"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":"Ambient Intelligence and Smart Environments","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.3233/aise220022","is_oa":true,"landing_page_url":"https://doi.org/10.3233/aise220022","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/AISE220022","source":{"id":"https://openalex.org/S4210168452","display_name":"Ambient intelligence and smart environments","issn_l":"1875-4163","issn":["1875-4163","1875-4171"],"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":"Ambient Intelligence and Smart Environments","raw_type":"book-chapter"},"sustainable_development_goals":[{"score":0.7900000214576721,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4282973857.pdf","grobid_xml":"https://content.openalex.org/works/W4282973857.grobid-xml"},"referenced_works_count":54,"referenced_works":["https://openalex.org/W22861983","https://openalex.org/W1722318740","https://openalex.org/W1836465849","https://openalex.org/W1981276685","https://openalex.org/W1986712194","https://openalex.org/W2001483327","https://openalex.org/W2012614016","https://openalex.org/W2018018857","https://openalex.org/W2028260348","https://openalex.org/W2041183012","https://openalex.org/W2064447488","https://openalex.org/W2104094955","https://openalex.org/W2106390385","https://openalex.org/W2109273508","https://openalex.org/W2125127226","https://openalex.org/W2125389028","https://openalex.org/W2128053425","https://openalex.org/W2158815628","https://openalex.org/W2294391744","https://openalex.org/W2604419913","https://openalex.org/W2605287558","https://openalex.org/W2624419954","https://openalex.org/W2756202949","https://openalex.org/W2795298719","https://openalex.org/W2945027741","https://openalex.org/W2947190774","https://openalex.org/W2951523806","https://openalex.org/W2952745707","https://openalex.org/W2953771225","https://openalex.org/W2962793481","https://openalex.org/W2962808998","https://openalex.org/W2963226019","https://openalex.org/W2963373786","https://openalex.org/W2963684088","https://openalex.org/W2963945706","https://openalex.org/W2964201867","https://openalex.org/W3004056434","https://openalex.org/W3006815331","https://openalex.org/W3016224889","https://openalex.org/W3100470991","https://openalex.org/W3104832546","https://openalex.org/W3172551448","https://openalex.org/W4200084300","https://openalex.org/W4200536610","https://openalex.org/W4237851134","https://openalex.org/W4253072899","https://openalex.org/W4294568686","https://openalex.org/W4320013936","https://openalex.org/W6608993855","https://openalex.org/W6676033746","https://openalex.org/W6678978983","https://openalex.org/W6776948474","https://openalex.org/W6818723395","https://openalex.org/W7028054040"],"related_works":["https://openalex.org/W2963032502","https://openalex.org/W2922100205","https://openalex.org/W4382408056","https://openalex.org/W4380878614","https://openalex.org/W2156481264","https://openalex.org/W2018422285","https://openalex.org/W3083693305","https://openalex.org/W4389159895","https://openalex.org/W2130225517","https://openalex.org/W3092281728"],"abstract_inverted_index":{"Autism":[0],"is":[1,129],"a":[2,67,97,134,148,199],"neurodevelopmental":[3],"disorder":[4],"characterized":[5],"by":[6,75,114],"deficits":[7],"in":[8,39,56,172],"social,":[9],"interpersonal":[10],"interaction":[11],"and":[12,46,86,121,160,183,209],"communication":[13],"skills.":[14],"A":[15],"generalized":[16],"facial":[17,98,112,187],"emotion":[18,99],"recognition":[19,182],"model":[20,70,79,101],"does":[21],"not":[22,194],"scale":[23],"well":[24],"when":[25],"confronted":[26],"with":[27,108,207],"the":[28,35,40,43,47,57,62,84,105,119,127,139,158,173,186,190,204],"emotions":[29,140],"of":[30,42,53,59,83,118,126,141,157,175,185,189],"autistic":[31,110,142,191,214],"children":[32,143],"due":[33,202],"to":[34,137,146,151,203],"domain":[36],"shift":[37],"inherent":[38],"distributions":[41],"source":[44,85,120,159],"(neurotypical)":[45],"target":[48,87,122,161,177],"(autistic)":[49],"population.":[50],"The":[51,124],"dearth":[52],"labeled":[54],"datasets":[55],"field":[58],"autism":[60],"exacerbates":[61],"problem.":[63],"Domain":[64],"adaptation":[65],"using":[66,89],"generative":[68],"adversarial":[69,78,90],"(GAN)":[71],"counters":[72],"this":[73],"disparity":[74],"creating":[76],"an":[77,109,153],"that":[80,102],"aligns":[81],"features":[82],"domains":[88,162],"training.":[91],"This":[92],"paper":[93,128],"looks":[94],"at":[95],"building":[96],"classifier":[100,136],"can":[103],"identify":[104,138],"idiosyncrasies":[106],"associated":[107,206],"child\u2019s":[111],"expression":[113],"generating":[115],"feature-invariant":[116],"representations":[117],"distribution.":[123],"objective":[125],"two-fold":[130],"\u2013":[131],"a)":[132],"build":[133],"discriminative":[135],"accurately":[144],"b)":[145],"train":[147],"feature":[149,155],"generator":[150],"produce":[152],"invariant":[154],"representation":[156],"taking":[163],"into":[164,180],"account":[165],"their":[166],"similar":[167],"yet":[168],"different":[169],"data":[170,211],"distributions,":[171],"presence":[174],"unlabeled":[176],"data.":[178],"Investigation":[179],"automatic":[181],"classification":[184],"expressions":[188],"population":[192,201],"has":[193],"been":[195],"pursued":[196],"extensively":[197],"vis-a-vis":[198],"neurotypical":[200],"complexities":[205],"eliciting":[208],"interpreting":[210],"obtained":[212],"from":[213],"children.":[215]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}