{"id":"https://openalex.org/W4401906112","doi":"https://doi.org/10.1109/access.2024.3450633","title":"Real-Time Multiplatform Emotion Classification Using CNN in a Fog Computing Environment","display_name":"Real-Time Multiplatform Emotion Classification Using CNN in a Fog Computing Environment","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4401906112","doi":"https://doi.org/10.1109/access.2024.3450633"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3450633","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3450633","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2024.3450633","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5106754842","display_name":"Luis Eduardo Arenas-Deseano","orcid":"https://orcid.org/0009-0006-5247-3629"},"institutions":[{"id":"https://openalex.org/I39824353","display_name":"National Institute of Astrophysics, Optics and Electronics","ror":"https://ror.org/00bpmmc63","country_code":"MX","type":"facility","lineage":["https://openalex.org/I39824353"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Luis Eduardo Arenas-Deseano","raw_affiliation_strings":["Department of Electronics, National Institute of Astrophysics, Optics and Electronics (INAOE), Puebla, Mexico"],"raw_orcid":"https://orcid.org/0009-0006-5247-3629","affiliations":[{"raw_affiliation_string":"Department of Electronics, National Institute of Astrophysics, Optics and Electronics (INAOE), Puebla, Mexico","institution_ids":["https://openalex.org/I39824353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084917273","display_name":"Juan Manuel Ram\u00edrez-Cort\u00e9s","orcid":"https://orcid.org/0000-0002-8515-2489"},"institutions":[{"id":"https://openalex.org/I39824353","display_name":"National Institute of Astrophysics, Optics and Electronics","ror":"https://ror.org/00bpmmc63","country_code":"MX","type":"facility","lineage":["https://openalex.org/I39824353"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Juan Manuel Ramirez-Cortes","raw_affiliation_strings":["Department of Electronics, National Institute of Astrophysics, Optics and Electronics (INAOE), Puebla, Mexico"],"raw_orcid":"https://orcid.org/0000-0002-8515-2489","affiliations":[{"raw_affiliation_string":"Department of Electronics, National Institute of Astrophysics, Optics and Electronics (INAOE), Puebla, Mexico","institution_ids":["https://openalex.org/I39824353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010423760","display_name":"Jose Rangel\u2010Magdaleno","orcid":"https://orcid.org/0000-0003-2785-5060"},"institutions":[{"id":"https://openalex.org/I39824353","display_name":"National Institute of Astrophysics, Optics and Electronics","ror":"https://ror.org/00bpmmc63","country_code":"MX","type":"facility","lineage":["https://openalex.org/I39824353"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Jose Rangel-Magdaleno","raw_affiliation_strings":["Department of Electronics, National Institute of Astrophysics, Optics and Electronics (INAOE), Puebla, Mexico"],"raw_orcid":"https://orcid.org/0000-0003-2785-5060","affiliations":[{"raw_affiliation_string":"Department of Electronics, National Institute of Astrophysics, Optics and Electronics (INAOE), Puebla, Mexico","institution_ids":["https://openalex.org/I39824353"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026974685","display_name":"Israel Cruz-Vega","orcid":"https://orcid.org/0000-0003-0380-0233"},"institutions":[{"id":"https://openalex.org/I39824353","display_name":"National Institute of Astrophysics, Optics and Electronics","ror":"https://ror.org/00bpmmc63","country_code":"MX","type":"facility","lineage":["https://openalex.org/I39824353"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Israel Cruz-Vega","raw_affiliation_strings":["Department of Electronics, National Institute of Astrophysics, Optics and Electronics (INAOE), Puebla, Mexico"],"raw_orcid":"https://orcid.org/0000-0003-0380-0233","affiliations":[{"raw_affiliation_string":"Department of Electronics, National Institute of Astrophysics, Optics and Electronics (INAOE), Puebla, Mexico","institution_ids":["https://openalex.org/I39824353"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.7581,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.92101531,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"12","issue":null,"first_page":"139988","last_page":"139997"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14174","display_name":"Artificial Intelligence and Decision Support Systems","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T14174","display_name":"Artificial Intelligence and Decision Support Systems","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T14319","display_name":"Currency Recognition and Detection","score":0.9817000031471252,"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"}},{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9757000207901001,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8033439517021179},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47933563590049744},{"id":"https://openalex.org/keywords/emotion-classification","display_name":"Emotion classification","score":0.4109557271003723},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3673354387283325},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.32060524821281433}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8033439517021179},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47933563590049744},{"id":"https://openalex.org/C206310091","wikidata":"https://www.wikidata.org/wiki/Q750859","display_name":"Emotion classification","level":2,"score":0.4109557271003723},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3673354387283325},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.32060524821281433}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3450633","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3450633","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:02f9a056464848659571f7628e63cb16","is_oa":true,"landing_page_url":"https://doaj.org/article/02f9a056464848659571f7628e63cb16","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 12, Pp 139988-139997 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3450633","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3450633","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Climate action","score":0.7099999785423279,"id":"https://metadata.un.org/sdg/13"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W2490662969","https://openalex.org/W2908780234","https://openalex.org/W2992584342","https://openalex.org/W3086656147","https://openalex.org/W3130068643","https://openalex.org/W3130894836","https://openalex.org/W3199732581","https://openalex.org/W4220758261","https://openalex.org/W4281775177","https://openalex.org/W4283028468","https://openalex.org/W4283386431","https://openalex.org/W4285242883","https://openalex.org/W4286511253","https://openalex.org/W4293009030","https://openalex.org/W4293774946","https://openalex.org/W4312951904","https://openalex.org/W4372268380","https://openalex.org/W4391574995"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"This":[0,241],"paper":[1],"introduces":[2],"a":[3,36,41,91,103,215,245],"robust":[4,246],"multiplatform":[5,84],"artificial":[6],"intelligence":[7],"(AI)":[8],"system":[9],"designed":[10],"for":[11,119,135,163,248,259],"real-time":[12,136,224],"emotion":[13,70],"classification":[14,71,239],"in":[15,49,68,177,218,262],"service":[16,267],"robotics.":[17,268],"The":[18,81,113,158],"primary":[19],"focus":[20],"of":[21,29,115,155,175,232,251,265],"this":[22],"study":[23],"is":[24],"the":[25,124,146,152,190,230,238,249,257,263],"development":[26],"and":[27,55,96,106,129,139,148,165,222,235],"implementation":[28,231],"an":[30,171],"initial":[31],"phase":[32],"AI":[33,82],"model":[34],"within":[35],"diverse":[37,180],"hardware":[38],"ecosystem,":[39],"enabling":[40],"Service":[42],"Robot":[43],"to":[44,75,192,207],"interact":[45],"dynamically":[46],"with":[47,93,198],"users":[48],"real-time,":[50],"complemented":[51],"by":[52,57],"cloud":[53],"connectivity":[54,213],"enhanced":[56],"fog":[58,116],"computing":[59,117],"techniques.":[60],"Utilizing":[61],"convolutional":[62],"neural":[63],"networks":[64],"(CNNs)":[65],"via":[66],"TensorFlow":[67],"Python,":[69],"models":[72],"were":[73,142],"crafted":[74],"discern":[76],"various":[77],"emotional":[78,181],"states":[79],"accurately.":[80],"system\u2019s":[83],"environment":[85],"comprised":[86],"three":[87],"distinct":[88],"processing":[89,122],"units:":[90],"laptop":[92,147,191],"Windows":[94],"OS":[95],"high-end":[97],"specifications,":[98],"Jetson":[99,149,196,204],"Orin":[100,205],"running":[101],"on":[102,110,144,189,195,203],"Linux":[104],"architecture,":[105],"Raspberry":[107,159],"Pi-4":[108,160],"operating":[109,210],"Raspbian":[111],"OS.":[112],"inclusion":[114],"allowed":[118],"local":[120],"data":[121,167,225],"near":[123],"source,":[125],"significantly":[126],"reducing":[127],"latency":[128],"ensuring":[130],"faster":[131,199],"response":[132],"times,":[133],"crucial":[134],"applications.":[137],"Training":[138,183],"comparative":[140],"analysis":[141],"conducted":[143],"both":[145],"Orin,":[150,197],"leveraging":[151],"GPU":[153],"capabilities":[154],"each":[156],"device.":[157],"was":[161],"allocated":[162],"monitoring":[164],"sensor":[166],"collection.":[168,226],"Results":[169],"revealed":[170],"impressive":[172],"average":[173],"performance":[174],"90%":[176],"accurately":[178],"classifying":[179],"states.":[182],"duration":[184],"ranged":[185],"from":[186],"20":[187],"minutes":[188,194],"30":[193],"program":[200],"execution":[201],"observed":[202],"due":[206],"its":[208],"lightweight":[209],"system.":[211],"Cloud":[212],"played":[214],"pivotal":[216],"role":[217],"wirelessly":[219],"monitoring,":[220],"controlling,":[221],"facilitating":[223],"Additionally,":[227],"it":[228],"enabled":[229],"alert":[233],"systems":[234],"notifications":[236],"throughout":[237],"process.":[240],"pioneering":[242],"approach":[243],"lays":[244],"foundation":[247],"advancement":[250],"sophisticated":[252],"human-machine":[253],"interaction":[254],"systems,":[255],"setting":[256],"stage":[258],"further":[260],"research":[261],"realm":[264],"AI-driven":[266]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
