{"id":"https://openalex.org/W2065442351","doi":"https://doi.org/10.1109/itsc.2013.6728218","title":"Prediction of the time when a driver reaches critical drowsiness level based on driver monitoring before and while driving","display_name":"Prediction of the time when a driver reaches critical drowsiness level based on driver monitoring before and while driving","publication_year":2013,"publication_date":"2013-10-01","ids":{"openalex":"https://openalex.org/W2065442351","doi":"https://doi.org/10.1109/itsc.2013.6728218","mag":"2065442351"},"language":"en","primary_location":{"id":"doi:10.1109/itsc.2013.6728218","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itsc.2013.6728218","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"16th International IEEE Conference on Intelligent Transportation Systems (ITSC 2013)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5086409432","display_name":"Yuto Hayata","orcid":null},"institutions":[{"id":"https://openalex.org/I45205469","display_name":"Aichi Prefectural University","ror":"https://ror.org/047n0b268","country_code":"JP","type":"education","lineage":["https://openalex.org/I45205469"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yuto Hayata","raw_affiliation_strings":["Graduate school of Information Science and Technology, Aichi Prefectural University, Aichi, Japan","Grad. Sch. of Inf. Sci. & Technol., Aichi Prefectural Univ., Nagakute, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate school of Information Science and Technology, Aichi Prefectural University, Aichi, Japan","institution_ids":["https://openalex.org/I45205469"]},{"raw_affiliation_string":"Grad. Sch. of Inf. Sci. & Technol., Aichi Prefectural Univ., Nagakute, Japan","institution_ids":["https://openalex.org/I45205469"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005165943","display_name":"Md. Shoaib Bhuiyan","orcid":"https://orcid.org/0000-0001-8983-0876"},"institutions":[{"id":"https://openalex.org/I171559596","display_name":"Suzuka University of Medical Science","ror":"https://ror.org/00tq7xg10","country_code":"JP","type":"education","lineage":["https://openalex.org/I171559596"]},{"id":"https://openalex.org/I4210105345","display_name":"Suzuka University","ror":"https://ror.org/028vh3r56","country_code":"JP","type":"education","lineage":["https://openalex.org/I4210105345"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Md. Shoaib Bhuiyan","raw_affiliation_strings":["department of Medical Information Science, Suzuka University of Medical Science, Mie, Japan","Dept. of Med. Inf. Sci., Suzuka Univ. of Med. Sci., Mie, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"department of Medical Information Science, Suzuka University of Medical Science, Mie, Japan","institution_ids":["https://openalex.org/I171559596"]},{"raw_affiliation_string":"Dept. of Med. Inf. Sci., Suzuka Univ. of Med. Sci., Mie, Japan","institution_ids":["https://openalex.org/I4210105345"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009505974","display_name":"Haruki Kawanaka","orcid":null},"institutions":[{"id":"https://openalex.org/I45205469","display_name":"Aichi Prefectural University","ror":"https://ror.org/047n0b268","country_code":"JP","type":"education","lineage":["https://openalex.org/I45205469"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Haruki Kawanaka","raw_affiliation_strings":["Graduate school of Information Science and Technology, Aichi Prefectural University, Aichi, Japan","Grad. Sch. of Inf. Sci. & Technol., Aichi Prefectural Univ., Nagakute, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate school of Information Science and Technology, Aichi Prefectural University, Aichi, Japan","institution_ids":["https://openalex.org/I45205469"]},{"raw_affiliation_string":"Grad. Sch. of Inf. Sci. & Technol., Aichi Prefectural Univ., Nagakute, Japan","institution_ids":["https://openalex.org/I45205469"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112430471","display_name":"Koji Oguri","orcid":null},"institutions":[{"id":"https://openalex.org/I45205469","display_name":"Aichi Prefectural University","ror":"https://ror.org/047n0b268","country_code":"JP","type":"education","lineage":["https://openalex.org/I45205469"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Koji Oguri","raw_affiliation_strings":["Graduate school of Information Science and Technology, Aichi Prefectural University, Aichi, Japan","Grad. Sch. of Inf. Sci. & Technol., Aichi Prefectural Univ., Nagakute, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate school of Information Science and Technology, Aichi Prefectural University, Aichi, Japan","institution_ids":["https://openalex.org/I45205469"]},{"raw_affiliation_string":"Grad. Sch. of Inf. Sci. & Technol., Aichi Prefectural Univ., Nagakute, Japan","institution_ids":["https://openalex.org/I45205469"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.34,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.82840237,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"60","issue":null,"first_page":"106","last_page":"111"},"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/T12006","display_name":"Ergonomics and Musculoskeletal Disorders","score":0.9782999753952026,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social 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/T12496","display_name":"Color perception and design","score":0.9430000185966492,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social 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/driving-simulator","display_name":"Driving simulator","score":0.614176869392395},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.5423101186752319},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5383502244949341},{"id":"https://openalex.org/keywords/standard-deviation","display_name":"Standard deviation","score":0.5173017978668213},{"id":"https://openalex.org/keywords/heart-rate","display_name":"Heart rate","score":0.45592617988586426},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.29718321561813354},{"id":"https://openalex.org/keywords/blood-pressure","display_name":"Blood pressure","score":0.2283337414264679},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1855170726776123},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.09520420432090759}],"concepts":[{"id":"https://openalex.org/C2780689630","wikidata":"https://www.wikidata.org/wiki/Q2081815","display_name":"Driving simulator","level":2,"score":0.614176869392395},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.5423101186752319},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5383502244949341},{"id":"https://openalex.org/C22679943","wikidata":"https://www.wikidata.org/wiki/Q159375","display_name":"Standard deviation","level":2,"score":0.5173017978668213},{"id":"https://openalex.org/C2777953023","wikidata":"https://www.wikidata.org/wiki/Q1073121","display_name":"Heart rate","level":3,"score":0.45592617988586426},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.29718321561813354},{"id":"https://openalex.org/C84393581","wikidata":"https://www.wikidata.org/wiki/Q82642","display_name":"Blood pressure","level":2,"score":0.2283337414264679},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1855170726776123},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.09520420432090759},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/itsc.2013.6728218","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itsc.2013.6728218","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"16th International IEEE Conference on Intelligent Transportation Systems (ITSC 2013)","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":9,"referenced_works":["https://openalex.org/W119271055","https://openalex.org/W142578451","https://openalex.org/W1998000455","https://openalex.org/W2052703053","https://openalex.org/W2052770734","https://openalex.org/W2088327499","https://openalex.org/W2117532921","https://openalex.org/W2141289928","https://openalex.org/W2160936727"],"related_works":["https://openalex.org/W2258033839","https://openalex.org/W4297884099","https://openalex.org/W3203668668","https://openalex.org/W4391055430","https://openalex.org/W3214769583","https://openalex.org/W2116812645","https://openalex.org/W1980239608","https://openalex.org/W4377157894","https://openalex.org/W2395327451","https://openalex.org/W3108338563"],"abstract_inverted_index":{"We":[0,27,44,72,100,151],"collected":[1],"data":[2,65,75],"on":[3,6,41],"three":[4,18],"drivers,":[5],"two":[7],"separate":[8],"days":[9],"for":[10,66],"each.":[11],"Once":[12],"when":[13,93,143],"they":[14,37],"slept":[15],"less":[16],"than":[17],"hours":[19],"and":[20,33,64,82,87,106,120,129],"then":[21,45],"with":[22],"their":[23,29,55,67],"normal":[24],"sleep":[25],"cycle.":[26],"recorded":[28],"blood":[30],"pressure,":[31],"calculation,":[32],"reaction":[34],"times":[35],"before":[36,81,128],"started":[38],"to":[39,91,163],"drive":[40,48],"those":[42],"days.":[43],"let":[46],"them":[47],"a":[49,89,94],"cognitive":[50],"driving":[51],"simulator":[52],"while":[53,130],"collecting":[54],"heart":[56,156],"rate":[57,157],"variability,":[58],"driver":[59,95],"image":[60],"information,":[61],"vehicle":[62],"information":[63,127,158],"first":[68],"minute":[69],"of":[70,78,104,109,167,173,176],"driving.":[71,131],"used":[73],"the":[74,84,102,112,121,133,141,144,147,155,165,171,174,177],"as":[76],"index":[77],"features":[79],"measured":[80],"during":[83],"actual":[85,114],"driving,":[86],"proposed":[88],"method":[90],"predict":[92],"may":[96],"reach":[97,146],"dangerous":[98],"state.":[99],"evaluated":[101],"result":[103],"correlation":[105],"standard":[107],"deviation":[108],"error":[110],"between":[111],"drivers'":[113,145],"critical":[115,148],"drowsiness":[116,149],"level":[117],"reaching":[118],"time":[119,123,142],"predicted":[122],"obtained":[124],"by":[125,169],"using":[126],"From":[132],"evaluation,":[134],"we":[135,138],"suggested":[136,153],"that":[137,154],"could":[139],"estimate":[140],"level.":[150],"also":[152],"is":[159],"not":[160],"significant":[161],"enough":[162],"increase":[164],"accuracy":[166],"prediction":[168],"observing":[170],"changes":[172],"width":[175],"analysis":[178],"window.":[179]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
