{"id":"https://openalex.org/W2809746571","doi":"https://doi.org/10.1109/uic-atc.2017.8397536","title":"Facial expressions based error detection for smart environment using deep learning","display_name":"Facial expressions based error detection for smart environment using deep learning","publication_year":2017,"publication_date":"2017-08-01","ids":{"openalex":"https://openalex.org/W2809746571","doi":"https://doi.org/10.1109/uic-atc.2017.8397536","mag":"2809746571"},"language":"en","primary_location":{"id":"doi:10.1109/uic-atc.2017.8397536","is_oa":false,"landing_page_url":"https://doi.org/10.1109/uic-atc.2017.8397536","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE SmartWorld, Ubiquitous Intelligence &amp; Computing, Advanced &amp; Trusted Computed, Scalable Computing &amp; Communications, Cloud &amp; Big Data Computing, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI)","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/A5044099145","display_name":"Yacine Yaddaden","orcid":"https://orcid.org/0000-0003-4704-1398"},"institutions":[{"id":"https://openalex.org/I104914703","display_name":"Universit\u00e9 du Qu\u00e9bec \u00e0 Chicoutimi","ror":"https://ror.org/00y3hzd62","country_code":"CA","type":"education","lineage":["https://openalex.org/I104914703","https://openalex.org/I49663120"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Yacine Yaddaden","raw_affiliation_strings":["Universit\u00e9 du Qu\u00e9bec \u00e0 Chicoutimi (UQAC)"],"affiliations":[{"raw_affiliation_string":"Universit\u00e9 du Qu\u00e9bec \u00e0 Chicoutimi (UQAC)","institution_ids":["https://openalex.org/I104914703"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083108215","display_name":"Mehdi Adda","orcid":"https://orcid.org/0000-0002-5327-1758"},"institutions":[{"id":"https://openalex.org/I182451676","display_name":"Universit\u00e9 du Qu\u00e9bec \u00e0 Rimouski","ror":"https://ror.org/049jtt335","country_code":"CA","type":"education","lineage":["https://openalex.org/I182451676","https://openalex.org/I49663120"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Mehdi Adda","raw_affiliation_strings":["Universit\u00e9 du Qu\u00e9bec \u00e0 Rimouski (UQAR)"],"affiliations":[{"raw_affiliation_string":"Universit\u00e9 du Qu\u00e9bec \u00e0 Rimouski (UQAR)","institution_ids":["https://openalex.org/I182451676"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110247576","display_name":"Abdenour Bouzouane","orcid":null},"institutions":[{"id":"https://openalex.org/I104914703","display_name":"Universit\u00e9 du Qu\u00e9bec \u00e0 Chicoutimi","ror":"https://ror.org/00y3hzd62","country_code":"CA","type":"education","lineage":["https://openalex.org/I104914703","https://openalex.org/I49663120"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Abdenour Bouzouane","raw_affiliation_strings":["Universit\u00e9 du Qu\u00e9bec \u00e0 Chicoutimi (UQAC)"],"affiliations":[{"raw_affiliation_string":"Universit\u00e9 du Qu\u00e9bec \u00e0 Chicoutimi (UQAC)","institution_ids":["https://openalex.org/I104914703"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035113421","display_name":"S\u00e9bastien Gaboury","orcid":"https://orcid.org/0000-0001-7749-3470"},"institutions":[{"id":"https://openalex.org/I104914703","display_name":"Universit\u00e9 du Qu\u00e9bec \u00e0 Chicoutimi","ror":"https://ror.org/00y3hzd62","country_code":"CA","type":"education","lineage":["https://openalex.org/I104914703","https://openalex.org/I49663120"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Sebastien Gaboury","raw_affiliation_strings":["Universit\u00e9 du Qu\u00e9bec \u00e0 Chicoutimi (UQAC)"],"affiliations":[{"raw_affiliation_string":"Universit\u00e9 du Qu\u00e9bec \u00e0 Chicoutimi (UQAC)","institution_ids":["https://openalex.org/I104914703"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006604972","display_name":"Bruno Bouchard","orcid":"https://orcid.org/0000-0002-8408-3258"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bruno Bouchard","raw_affiliation_strings":["ACM Professional Specialist in Artificial Intelligence"],"affiliations":[{"raw_affiliation_string":"ACM Professional Specialist in Artificial Intelligence","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5044099145"],"corresponding_institution_ids":["https://openalex.org/I104914703"],"apc_list":null,"apc_paid":null,"fwci":0.6529,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.7500334,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"93","issue":null,"first_page":"1","last_page":"7"},"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9973000288009644,"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/T11448","display_name":"Face recognition and analysis","score":0.9966999888420105,"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/computer-science","display_name":"Computer science","score":0.8221966028213501},{"id":"https://openalex.org/keywords/facial-expression","display_name":"Facial expression","score":0.7788709402084351},{"id":"https://openalex.org/keywords/neurotypical","display_name":"Neurotypical","score":0.7494053840637207},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.625757098197937},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.568517804145813},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5635691285133362},{"id":"https://openalex.org/keywords/ambient-intelligence","display_name":"Ambient intelligence","score":0.5517645478248596},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5303716659545898},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5301654934883118},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.44536274671554565},{"id":"https://openalex.org/keywords/smart-environment","display_name":"Smart environment","score":0.4411752223968506},{"id":"https://openalex.org/keywords/protocol","display_name":"Protocol (science)","score":0.4377676248550415},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.34505096077919006},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.12910723686218262}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8221966028213501},{"id":"https://openalex.org/C195704467","wikidata":"https://www.wikidata.org/wiki/Q327968","display_name":"Facial expression","level":2,"score":0.7788709402084351},{"id":"https://openalex.org/C2778391849","wikidata":"https://www.wikidata.org/wiki/Q1079090","display_name":"Neurotypical","level":4,"score":0.7494053840637207},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.625757098197937},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.568517804145813},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5635691285133362},{"id":"https://openalex.org/C201638289","wikidata":"https://www.wikidata.org/wiki/Q457396","display_name":"Ambient intelligence","level":2,"score":0.5517645478248596},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5303716659545898},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5301654934883118},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.44536274671554565},{"id":"https://openalex.org/C152223200","wikidata":"https://www.wikidata.org/wiki/Q3055471","display_name":"Smart environment","level":3,"score":0.4411752223968506},{"id":"https://openalex.org/C2780385302","wikidata":"https://www.wikidata.org/wiki/Q367158","display_name":"Protocol (science)","level":3,"score":0.4377676248550415},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.34505096077919006},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.12910723686218262},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.0},{"id":"https://openalex.org/C2778538070","wikidata":"https://www.wikidata.org/wiki/Q1436063","display_name":"Autism spectrum disorder","level":3,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.0},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C205778803","wikidata":"https://www.wikidata.org/wiki/Q38404","display_name":"Autism","level":2,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/uic-atc.2017.8397536","is_oa":false,"landing_page_url":"https://doi.org/10.1109/uic-atc.2017.8397536","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE SmartWorld, Ubiquitous Intelligence &amp; Computing, Advanced &amp; Trusted Computed, Scalable Computing &amp; Communications, Cloud &amp; Big Data Computing, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI)","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":25,"referenced_works":["https://openalex.org/W63468509","https://openalex.org/W1573760330","https://openalex.org/W1982824750","https://openalex.org/W2008646744","https://openalex.org/W2024218186","https://openalex.org/W2078022838","https://openalex.org/W2087681821","https://openalex.org/W2088575594","https://openalex.org/W2095705004","https://openalex.org/W2095724081","https://openalex.org/W2103943262","https://openalex.org/W2130494330","https://openalex.org/W2154543439","https://openalex.org/W2155893237","https://openalex.org/W2189295201","https://openalex.org/W2408152688","https://openalex.org/W2517304597","https://openalex.org/W2550929906","https://openalex.org/W2555395799","https://openalex.org/W2558079369","https://openalex.org/W2919115771","https://openalex.org/W2971794874","https://openalex.org/W3144058330","https://openalex.org/W6602636572","https://openalex.org/W6674330103"],"related_works":["https://openalex.org/W1680737469","https://openalex.org/W2170176125","https://openalex.org/W2596912775","https://openalex.org/W2736468742","https://openalex.org/W3202982388","https://openalex.org/W3186624676","https://openalex.org/W2326224023","https://openalex.org/W3110211391","https://openalex.org/W4313645186","https://openalex.org/W1985529341"],"abstract_inverted_index":{"Creating":[0],"innovative":[1],"applications":[2],"of":[3,133,151],"ambient":[4],"intelligence":[5],"for":[6,105,167],"smart":[7],"environments":[8],"became":[9],"a":[10],"real":[11],"challenge.":[12],"Indeed,":[13],"the":[14,23,51,70,76,124,128],"existing":[15,129],"systems":[16],"are":[17,32],"considered":[18],"as":[19],"being":[20,36],"obtrusive.":[21],"Therefore,":[22],"ongoing":[24],"trends":[25],"consist":[26],"in":[27,58,79,131,141],"finding":[28],"new":[29],"methods":[30,130],"which":[31],"less":[33],"intrusive":[34],"while":[35],"accurate":[37],"and":[38,53,75],"computer":[39],"efficient.":[40],"To":[41],"that":[42,163],"end,":[43],"we":[44,87,98],"introduce":[45,88],"an":[46,89,103,142,157],"ingenious":[47],"way":[48],"to":[49,84,155],"assist":[50],"elderly":[52],"people":[54],"with":[55,92,116,145],"cognitive":[56],"impairment":[57],"their":[59],"daily":[60,80],"life":[61],"using":[62,109],"emotions":[63,74],"through":[64],"facial":[65,106,161],"expressions.":[66],"Our":[67],"hypothesis":[68],"assumes":[69],"correlation":[71],"between":[72],"expressed":[73],"resulting":[77],"errors":[78],"activities.":[81],"In":[82,95,122],"order":[83],"verify":[85],"it,":[86],"experimentation":[90],"protocol":[91],"neurotypical":[93],"subjects.":[94],"this":[96,152],"paper,":[97],"mainly":[99],"focus":[100],"on":[101],"designing":[102],"approach":[104,126,137,159],"expression":[107],"recognition":[108],"Convolutional":[110],"Neural":[111],"Network.":[112],"The":[113,148],"carried":[114],"experiments":[115],"benchmark":[117],"datasets":[118],"provided":[119],"promising":[120],"results.":[121],"fact,":[123],"proposed":[125],"outperforms":[127],"terms":[132],"accuracy.":[134],"Moreover,":[135],"our":[136,168],"has":[138],"been":[139],"implemented":[140],"embedded":[143],"system":[144],"limited":[146],"resources.":[147],"main":[149],"objective":[150],"paper":[153],"is":[154],"provide":[156],"effective":[158],"recognizing":[160],"expressions":[162],"will":[164],"be":[165],"used":[166],"further":[169],"experimentations.":[170]},"counts_by_year":[{"year":2018,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
