{"id":"https://openalex.org/W4311224859","doi":"https://doi.org/10.1109/icecs202256217.2022.9971040","title":"An Explainable and Reliable Facial Expression Recognition System for Remote Health Monitoring","display_name":"An Explainable and Reliable Facial Expression Recognition System for Remote Health Monitoring","publication_year":2022,"publication_date":"2022-10-24","ids":{"openalex":"https://openalex.org/W4311224859","doi":"https://doi.org/10.1109/icecs202256217.2022.9971040"},"language":"en","primary_location":{"id":"doi:10.1109/icecs202256217.2022.9971040","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icecs202256217.2022.9971040","pdf_url":null,"source":{"id":"https://openalex.org/S4363607963","display_name":"2022 29th IEEE International Conference on Electronics, Circuits and Systems (ICECS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"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":"2022 29th IEEE International Conference on Electronics, Circuits and Systems (ICECS)","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/A5113091708","display_name":"Mohammad Mahdi Deramgozin","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210147295","display_name":"Institut Jean Lamour","ror":"https://ror.org/05k1smh27","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210128300","https://openalex.org/I4210147295","https://openalex.org/I90183372"]},{"id":"https://openalex.org/I90183372","display_name":"Universit\u00e9 de Lorraine","ror":"https://ror.org/04vfs2w97","country_code":"FR","type":"education","lineage":["https://openalex.org/I90183372"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Mohammad Mahdi Deramgozin","raw_affiliation_strings":["Université de Lorraine, CNRS, IJL,Nancy,France,F-54000"],"affiliations":[{"raw_affiliation_string":"Université de Lorraine, CNRS, IJL,Nancy,France,F-54000","institution_ids":["https://openalex.org/I90183372","https://openalex.org/I1294671590","https://openalex.org/I4210147295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014692523","display_name":"Slavi\u0161a Jovanovi\u0107","orcid":"https://orcid.org/0000-0001-6459-7043"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210147295","display_name":"Institut Jean Lamour","ror":"https://ror.org/05k1smh27","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210128300","https://openalex.org/I4210147295","https://openalex.org/I90183372"]},{"id":"https://openalex.org/I90183372","display_name":"Universit\u00e9 de Lorraine","ror":"https://ror.org/04vfs2w97","country_code":"FR","type":"education","lineage":["https://openalex.org/I90183372"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Slavisa Jovanovic","raw_affiliation_strings":["Université de Lorraine, CNRS, IJL,Nancy,France,F-54000"],"affiliations":[{"raw_affiliation_string":"Université de Lorraine, CNRS, IJL,Nancy,France,F-54000","institution_ids":["https://openalex.org/I90183372","https://openalex.org/I1294671590","https://openalex.org/I4210147295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061463962","display_name":"Miguel Arevalillo\u2010Herr\u00e1ez","orcid":"https://orcid.org/0000-0002-0350-2079"},"institutions":[{"id":"https://openalex.org/I16097986","display_name":"Universitat de Val\u00e8ncia","ror":"https://ror.org/043nxc105","country_code":"ES","type":"education","lineage":["https://openalex.org/I16097986"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Miguel Arevalillo-Herraez","raw_affiliation_strings":["University of Valencia,Valencia,Spain"],"affiliations":[{"raw_affiliation_string":"University of Valencia,Valencia,Spain","institution_ids":["https://openalex.org/I16097986"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090445799","display_name":"Hassan Rabah","orcid":"https://orcid.org/0000-0001-6334-3084"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210147295","display_name":"Institut Jean Lamour","ror":"https://ror.org/05k1smh27","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210128300","https://openalex.org/I4210147295","https://openalex.org/I90183372"]},{"id":"https://openalex.org/I90183372","display_name":"Universit\u00e9 de Lorraine","ror":"https://ror.org/04vfs2w97","country_code":"FR","type":"education","lineage":["https://openalex.org/I90183372"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Hassan Rabah","raw_affiliation_strings":["Université de Lorraine, CNRS, IJL,Nancy,France,F-54000"],"affiliations":[{"raw_affiliation_string":"Université de Lorraine, CNRS, IJL,Nancy,France,F-54000","institution_ids":["https://openalex.org/I90183372","https://openalex.org/I1294671590","https://openalex.org/I4210147295"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5113091708"],"corresponding_institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210147295","https://openalex.org/I90183372"],"apc_list":null,"apc_paid":null,"fwci":0.6929,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.7055336,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9997000098228455,"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/T11021","display_name":"ECG Monitoring and Analysis","score":0.9890000224113464,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7211824655532837},{"id":"https://openalex.org/keywords/facial-expression","display_name":"Facial expression","score":0.6642462015151978},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.6016641855239868},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5924685597419739},{"id":"https://openalex.org/keywords/emotion-recognition","display_name":"Emotion recognition","score":0.5760987997055054},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4761405289173126},{"id":"https://openalex.org/keywords/remote-patient-monitoring","display_name":"Remote patient monitoring","score":0.4605307877063751},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.44465920329093933},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4331277906894684},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.4315771758556366},{"id":"https://openalex.org/keywords/action","display_name":"Action (physics)","score":0.41898036003112793},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.4108370542526245},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3683832883834839},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3526175022125244},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10628286004066467},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.09545299410820007}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7211824655532837},{"id":"https://openalex.org/C195704467","wikidata":"https://www.wikidata.org/wiki/Q327968","display_name":"Facial expression","level":2,"score":0.6642462015151978},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.6016641855239868},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5924685597419739},{"id":"https://openalex.org/C2777438025","wikidata":"https://www.wikidata.org/wiki/Q1339090","display_name":"Emotion recognition","level":2,"score":0.5760987997055054},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4761405289173126},{"id":"https://openalex.org/C175079658","wikidata":"https://www.wikidata.org/wiki/Q7312165","display_name":"Remote patient monitoring","level":2,"score":0.4605307877063751},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.44465920329093933},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4331277906894684},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.4315771758556366},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.41898036003112793},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.4108370542526245},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3683832883834839},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3526175022125244},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10628286004066467},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.09545299410820007},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","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},{"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/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/icecs202256217.2022.9971040","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icecs202256217.2022.9971040","pdf_url":null,"source":{"id":"https://openalex.org/S4363607963","display_name":"2022 29th IEEE International Conference on Electronics, Circuits and Systems (ICECS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"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":"2022 29th IEEE International Conference on Electronics, Circuits and Systems (ICECS)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-03981797v1","is_oa":false,"landing_page_url":"https://hal.science/hal-03981797","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2022 29th IEEE International Conference on Electronics, Circuits and Systems (ICECS)","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:HAL:hal-04140620v1","is_oa":false,"landing_page_url":"https://hal.univ-lorraine.fr/hal-04140620","pdf_url":null,"source":{"id":"https://openalex.org/S4406922461","display_name":"SPIRE - Sciences Po Institutional REpository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2022 29th IEEE International Conference on Electronics, Circuits and Systems (ICECS), Oct 2022, Glasgow, United Kingdom. pp.1-4, ⟨10.1109/ICECS202256217.2022.9971040⟩","raw_type":"Conference papers"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1940404584","https://openalex.org/W2103943262","https://openalex.org/W2208983722","https://openalex.org/W2616247523","https://openalex.org/W2737559518","https://openalex.org/W2884585870","https://openalex.org/W3035520720","https://openalex.org/W3043607035","https://openalex.org/W3102564565","https://openalex.org/W3125345589","https://openalex.org/W3158155751","https://openalex.org/W3196718173","https://openalex.org/W3200377077","https://openalex.org/W3209798173"],"related_works":["https://openalex.org/W2012531322","https://openalex.org/W2785900585","https://openalex.org/W2353730437","https://openalex.org/W2490303674","https://openalex.org/W2609066826","https://openalex.org/W2810752900","https://openalex.org/W2584926856","https://openalex.org/W2075935902","https://openalex.org/W2014713986","https://openalex.org/W3214419959"],"abstract_inverted_index":{"Remote":[0],"Health":[1],"Monitoring":[2],"(RHM)":[3],"appears":[4],"as":[5,153,155],"a":[6,86],"promising":[7,114],"solution":[8],"for":[9,76,170,178],"continuous":[10],"and":[11,78,92,111,125,174],"better":[12],"healthcare,":[13],"especially":[14],"in":[15,116,130,161,182],"the":[16,20,32,37,48,53,62,106,119,122,133,146,150,176],"rural":[17],"areas":[18],"where":[19],"basic":[21],"medical":[22],"facilities":[23],"are":[24,128],"scarce":[25],"or":[26,45],"often":[27,58],"out":[28],"of":[29,39,52,64,118,121,138,149,159],"reach.":[30],"Generally,":[31],"main":[33],"focus":[34],"is":[35,57,69,97],"on":[36,105],"monitoring":[38,185],"physiological":[40],"signals":[41],"(i.e.":[42],"ECG,":[43],"EEG)":[44],"activities.":[46],"However,":[47],"overall":[49],"emotional":[50,80],"state":[51,81],"remotely":[54],"monitored":[55],"patients":[56],"underestimated":[59],"due":[60],"to":[61,71,89],"complexity":[63],"this":[65,84],"task.":[66],"Consequently,":[67],"it":[68,168],"crucial":[70],"propose":[72],"RHM":[73],"-suitable":[74],"technologies":[75],"explainable":[77],"reliable":[79],"recognition.":[82],"In":[83,144],"work,":[85],"free-position":[87],"model":[88],"detect":[90],"emotion":[91],"facial":[93],"action":[94],"units":[95],"(FAU)":[96],"proposed.":[98],"The":[99],"proposed":[100,151],"method":[101,152],"has":[102],"been":[103],"validated":[104],"public":[107],"CK":[108],"+":[109],"dataset":[110],"shows":[112],"very":[113],"results":[115,124],"terms":[117],"explainability":[120],"obtained":[123],"performances,":[126],"which":[127],"competitive":[129],"comparison":[131],"with":[132,163],"state-of-the-art":[134],"(an":[135],"average":[136],"accuracy":[137],"93.4":[139],"%":[140],"over":[141],"all":[142],"AUs).":[143],"addition,":[145],"lightweight":[147],"architecture":[148],"well":[154],"its":[156,179],"low":[157],"number":[158],"parameters,":[160],"comparing":[162],"other":[164],"FER":[165],"models,":[166],"make":[167],"suitable":[169],"resource-constrained":[171],"embedded":[172],"systems":[173],"open":[175],"ways":[177],"wide":[180],"adoption":[181],"remote":[183],"health":[184],"applications.":[186]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}