{"id":"https://openalex.org/W4318037436","doi":"https://doi.org/10.1109/gcaiot57150.2022.10019160","title":"Enhanced ALIVE Mind Controller and Machine Learning to Detect Drowsiness While Driving","display_name":"Enhanced ALIVE Mind Controller and Machine Learning to Detect Drowsiness While Driving","publication_year":2022,"publication_date":"2022-12-18","ids":{"openalex":"https://openalex.org/W4318037436","doi":"https://doi.org/10.1109/gcaiot57150.2022.10019160"},"language":"en","primary_location":{"id":"doi:10.1109/gcaiot57150.2022.10019160","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/gcaiot57150.2022.10019160","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE Global Conference on Artificial Intelligence and Internet of Things (GCAIoT)","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/A5111655420","display_name":"Jihene Rezgui","orcid":null},"institutions":[{"id":"https://openalex.org/I4210118435","display_name":"Laboratoire Recherche Informatique Maisonneuve","ror":"https://ror.org/02r2sc792","country_code":"CA","type":"facility","lineage":["https://openalex.org/I4210118435"]},{"id":"https://openalex.org/I7321730","display_name":"Coll\u00e8ge de Maisonneuve","ror":"https://ror.org/04q77sg93","country_code":"CA","type":"education","lineage":["https://openalex.org/I7321730"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Jihene Rezgui","raw_affiliation_strings":["Laboratoire Recherche Informatique Maisonneuve (LRIMa),Montreal,Canada","Laboratoire Recherche Informatique Maisonneuve (LRIMa), Montreal, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratoire Recherche Informatique Maisonneuve (LRIMa),Montreal,Canada","institution_ids":["https://openalex.org/I7321730","https://openalex.org/I4210118435"]},{"raw_affiliation_string":"Laboratoire Recherche Informatique Maisonneuve (LRIMa), Montreal, Canada","institution_ids":["https://openalex.org/I7321730","https://openalex.org/I4210118435"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023955391","display_name":"Younes Kechout","orcid":null},"institutions":[{"id":"https://openalex.org/I4210118435","display_name":"Laboratoire Recherche Informatique Maisonneuve","ror":"https://ror.org/02r2sc792","country_code":"CA","type":"facility","lineage":["https://openalex.org/I4210118435"]},{"id":"https://openalex.org/I7321730","display_name":"Coll\u00e8ge de Maisonneuve","ror":"https://ror.org/04q77sg93","country_code":"CA","type":"education","lineage":["https://openalex.org/I7321730"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Younes Kechout","raw_affiliation_strings":["Laboratoire Recherche Informatique Maisonneuve (LRIMa),Montreal,Canada","Laboratoire Recherche Informatique Maisonneuve (LRIMa), Montreal, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratoire Recherche Informatique Maisonneuve (LRIMa),Montreal,Canada","institution_ids":["https://openalex.org/I7321730","https://openalex.org/I4210118435"]},{"raw_affiliation_string":"Laboratoire Recherche Informatique Maisonneuve (LRIMa), Montreal, Canada","institution_ids":["https://openalex.org/I7321730","https://openalex.org/I4210118435"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019199326","display_name":"F\u00e9lix Jobin","orcid":null},"institutions":[{"id":"https://openalex.org/I4210118435","display_name":"Laboratoire Recherche Informatique Maisonneuve","ror":"https://ror.org/02r2sc792","country_code":"CA","type":"facility","lineage":["https://openalex.org/I4210118435"]},{"id":"https://openalex.org/I7321730","display_name":"Coll\u00e8ge de Maisonneuve","ror":"https://ror.org/04q77sg93","country_code":"CA","type":"education","lineage":["https://openalex.org/I7321730"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Felix Jobin","raw_affiliation_strings":["Laboratoire Recherche Informatique Maisonneuve (LRIMa),Montreal,Canada","Laboratoire Recherche Informatique Maisonneuve (LRIMa), Montreal, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratoire Recherche Informatique Maisonneuve (LRIMa),Montreal,Canada","institution_ids":["https://openalex.org/I7321730","https://openalex.org/I4210118435"]},{"raw_affiliation_string":"Laboratoire Recherche Informatique Maisonneuve (LRIMa), Montreal, Canada","institution_ids":["https://openalex.org/I7321730","https://openalex.org/I4210118435"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.20802668,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"2","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11373","display_name":"Sleep and Work-Related Fatigue","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/T11373","display_name":"Sleep and Work-Related Fatigue","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":0.9965000152587891,"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/T10985","display_name":"Sleep and Wakefulness Research","score":0.9886999726295471,"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/headset","display_name":"Headset","score":0.8871342539787292},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6676193475723267},{"id":"https://openalex.org/keywords/bluetooth","display_name":"Bluetooth","score":0.5442389249801636},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4786168932914734},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.47296494245529175},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.4703764319419861},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.4668126106262207},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.36484962701797485},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.10802185535430908}],"concepts":[{"id":"https://openalex.org/C2780657452","wikidata":"https://www.wikidata.org/wiki/Q1193170","display_name":"Headset","level":2,"score":0.8871342539787292},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6676193475723267},{"id":"https://openalex.org/C546215728","wikidata":"https://www.wikidata.org/wiki/Q39531","display_name":"Bluetooth","level":3,"score":0.5442389249801636},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4786168932914734},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.47296494245529175},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.4703764319419861},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.4668126106262207},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.36484962701797485},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.10802185535430908},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/gcaiot57150.2022.10019160","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/gcaiot57150.2022.10019160","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE Global Conference on Artificial Intelligence and Internet of Things (GCAIoT)","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":13,"referenced_works":["https://openalex.org/W572368116","https://openalex.org/W1522301498","https://openalex.org/W2168468928","https://openalex.org/W2340493531","https://openalex.org/W3043243307","https://openalex.org/W3105366431","https://openalex.org/W3116223685","https://openalex.org/W3215554307","https://openalex.org/W4214839300","https://openalex.org/W4362564536","https://openalex.org/W6631190155","https://openalex.org/W6703467758","https://openalex.org/W6758972637"],"related_works":["https://openalex.org/W2549567669","https://openalex.org/W2539014286","https://openalex.org/W2367588230","https://openalex.org/W2355717843","https://openalex.org/W50578807","https://openalex.org/W3088710599","https://openalex.org/W2362268939","https://openalex.org/W2388745400","https://openalex.org/W2529230482","https://openalex.org/W2565945730"],"abstract_inverted_index":{"Thousands":[0],"of":[1,8,112,157,172,185],"road":[2],"accidents":[3],"occur":[4],"each":[5],"year,":[6],"one":[7],"the":[9,15,92,134,142,146,158,170,173,191],"main":[10],"causes":[11],"being":[12],"drowsiness":[13],"at":[14],"wheel.":[16],"Therefore,":[17],"this":[18,70],"paper":[19],"proposes":[20],"an":[21],"enhanced":[22],"scheme":[23],"called":[24,52],"ALIVE":[25,174],"Mind":[26,175],"to":[27,61,72,89,99,127,131,160],"detect":[28,132],"drowsy":[29,95,137],"drivers":[30],"and":[31,40,47,68,82,108,177,189,194],"take":[32,155],"action":[33],"on":[34,117],"their":[35],"car":[36,159,197],"using":[37],"Machine":[38],"Learning":[39],"EEG.":[41],"For":[42],"that":[43,55,145],"matter,":[44],"we":[45,105,124],"built":[46],"designed":[48],"a":[49,57,66,73,85,113,118,129,150,164],"circuit":[50],"board":[51],"AMC":[53],"2.0":[54],"allows":[56],"simple":[58],"EEG":[59],"headset":[60],"read":[62],"brain":[63,110],"waves":[64],"from":[65],"driver":[67,93,115,147],"send":[69],"data":[71],"computer":[74],"via":[75],"Bluetooth.":[76],"Those":[77],"signals":[78,111],"are":[79],"then":[80],"saved":[81],"analyzed":[83],"by":[84],"deep":[86],"neural":[87],"network":[88],"find":[90],"if":[91],"is":[94,97,148],"or":[96,138],"about":[98],"sleep.":[100],"To":[101],"evaluate":[102],"our":[103],"solution,":[104],"conducted":[106],"simulations":[107],"collected":[109],"subject":[114,135],"while":[116],"driving":[119],"simulator.":[120],"With":[121],"those":[122],"values,":[123],"were":[125],"able":[126],"train":[128],"model":[130],"whether":[133],"was":[136],"awake.":[139],"Finally,":[140],"when":[141],"system":[143],"detects":[144],"in":[149,163,183],"fatigued":[151],"state,":[152],"it":[153,162,179],"can":[154],"control":[156],"park":[161],"safe":[165],"place.":[166],"Preliminary":[167],"results":[168],"show":[169],"effectiveness":[171],"project":[176],"how":[178],"outperforms":[180],"previous":[181],"works":[182],"terms":[184],"minimizing":[186],"computational":[187],"needs":[188],"improving":[190],"prototype's":[192],"convenience":[193],"suitability":[195],"for":[196],"constructors.":[198]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}