{"id":"https://openalex.org/W3029753350","doi":"https://doi.org/10.1145/3386723.3387849","title":"Towards analyzing crash events for novice drivers under reduced-visibility settings","display_name":"Towards analyzing crash events for novice drivers under reduced-visibility settings","publication_year":2020,"publication_date":"2020-03-31","ids":{"openalex":"https://openalex.org/W3029753350","doi":"https://doi.org/10.1145/3386723.3387849","mag":"3029753350"},"language":"en","primary_location":{"id":"doi:10.1145/3386723.3387849","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3386723.3387849","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd International Conference on Networking, Information Systems &amp; Security","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":null,"display_name":"Elamrani Abou Elassad Zouhair","orcid":null},"institutions":[{"id":"https://openalex.org/I119856527","display_name":"Cadi Ayyad University","ror":"https://ror.org/04xf6nm78","country_code":"MA","type":"education","lineage":["https://openalex.org/I119856527"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Elamrani Abou Elassad Zouhair","raw_affiliation_strings":["LISI Laboratory, FSSM, Cadi Ayyad University, Marrakesh, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LISI Laboratory, FSSM, Cadi Ayyad University, Marrakesh, Morocco","institution_ids":["https://openalex.org/I119856527"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083243519","display_name":"Hajar Mousannif","orcid":"https://orcid.org/0000-0002-1307-4215"},"institutions":[{"id":"https://openalex.org/I119856527","display_name":"Cadi Ayyad University","ror":"https://ror.org/04xf6nm78","country_code":"MA","type":"education","lineage":["https://openalex.org/I119856527"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Hajar Mousannif","raw_affiliation_strings":["LISI Laboratory, FSSM, Cadi Ayyad University, Marrakesh, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LISI Laboratory, FSSM, Cadi Ayyad University, Marrakesh, Morocco","institution_ids":["https://openalex.org/I119856527"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068127398","display_name":"Hassan Al Moatassime","orcid":null},"institutions":[{"id":"https://openalex.org/I119856527","display_name":"Cadi Ayyad University","ror":"https://ror.org/04xf6nm78","country_code":"MA","type":"education","lineage":["https://openalex.org/I119856527"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Hassan Al Moatassime","raw_affiliation_strings":["OSER Research Team, FSTG, Cadi Ayyad University, Marrakesh, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"OSER Research Team, FSTG, Cadi Ayyad University, Marrakesh, Morocco","institution_ids":["https://openalex.org/I119856527"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I119856527"],"apc_list":null,"apc_paid":null,"fwci":0.5749,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.65962813,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10370","display_name":"Traffic and Road Safety","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10370","display_name":"Traffic and Road Safety","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11099","display_name":"Autonomous Vehicle Technology and Safety","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/visibility","display_name":"Visibility","score":0.8882014751434326},{"id":"https://openalex.org/keywords/crash","display_name":"Crash","score":0.8795541524887085},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5427882671356201},{"id":"https://openalex.org/keywords/enforcement","display_name":"Enforcement","score":0.4977782070636749},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.45788753032684326},{"id":"https://openalex.org/keywords/throttle","display_name":"Throttle","score":0.4407990574836731},{"id":"https://openalex.org/keywords/poison-control","display_name":"Poison control","score":0.4312150478363037},{"id":"https://openalex.org/keywords/driving-simulator","display_name":"Driving simulator","score":0.42291539907455444},{"id":"https://openalex.org/keywords/distraction","display_name":"Distraction","score":0.42073091864585876},{"id":"https://openalex.org/keywords/law-enforcement","display_name":"Law enforcement","score":0.41393354535102844},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3998761773109436},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.35951873660087585},{"id":"https://openalex.org/keywords/aeronautics","display_name":"Aeronautics","score":0.3375900983810425},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2979778051376343},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.1359633505344391},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.11724093556404114},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.09233582019805908},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.0741778314113617}],"concepts":[{"id":"https://openalex.org/C123403432","wikidata":"https://www.wikidata.org/wiki/Q654068","display_name":"Visibility","level":2,"score":0.8882014751434326},{"id":"https://openalex.org/C183469790","wikidata":"https://www.wikidata.org/wiki/Q333501","display_name":"Crash","level":2,"score":0.8795541524887085},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5427882671356201},{"id":"https://openalex.org/C2779777834","wikidata":"https://www.wikidata.org/wiki/Q4202277","display_name":"Enforcement","level":2,"score":0.4977782070636749},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.45788753032684326},{"id":"https://openalex.org/C72971556","wikidata":"https://www.wikidata.org/wiki/Q961356","display_name":"Throttle","level":2,"score":0.4407990574836731},{"id":"https://openalex.org/C3017944768","wikidata":"https://www.wikidata.org/wiki/Q1450463","display_name":"Poison control","level":2,"score":0.4312150478363037},{"id":"https://openalex.org/C2780689630","wikidata":"https://www.wikidata.org/wiki/Q2081815","display_name":"Driving simulator","level":2,"score":0.42291539907455444},{"id":"https://openalex.org/C2776378700","wikidata":"https://www.wikidata.org/wiki/Q3030775","display_name":"Distraction","level":2,"score":0.42073091864585876},{"id":"https://openalex.org/C2780262971","wikidata":"https://www.wikidata.org/wiki/Q44554","display_name":"Law enforcement","level":2,"score":0.41393354535102844},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3998761773109436},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.35951873660087585},{"id":"https://openalex.org/C178802073","wikidata":"https://www.wikidata.org/wiki/Q8421","display_name":"Aeronautics","level":1,"score":0.3375900983810425},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2979778051376343},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.1359633505344391},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.11724093556404114},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.09233582019805908},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0741778314113617},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3386723.3387849","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3386723.3387849","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd International Conference on Networking, Information Systems &amp; Security","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.6499999761581421}],"awards":[{"id":"https://openalex.org/G1808794890","display_name":null,"funder_award_id":"N\u00b0 1 8 U C A 2 0 1 5","funder_id":"https://openalex.org/F4320323771","funder_display_name":"Centre National pour la Recherche Scientifique et Technique"}],"funders":[{"id":"https://openalex.org/F4320323771","display_name":"Centre National pour la Recherche Scientifique et Technique","ror":"https://ror.org/00675rp98"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W51104004","https://openalex.org/W747959305","https://openalex.org/W1680392829","https://openalex.org/W1980914869","https://openalex.org/W2012961182","https://openalex.org/W2017969644","https://openalex.org/W2022714541","https://openalex.org/W2028070629","https://openalex.org/W2039357427","https://openalex.org/W2046071287","https://openalex.org/W2057643480","https://openalex.org/W2064835830","https://openalex.org/W2080480643","https://openalex.org/W2088180824","https://openalex.org/W2093829413","https://openalex.org/W2102758991","https://openalex.org/W2105416979","https://openalex.org/W2121677737","https://openalex.org/W2146108992","https://openalex.org/W2150671137","https://openalex.org/W2154328650","https://openalex.org/W2469496323","https://openalex.org/W2524641678","https://openalex.org/W2552048335","https://openalex.org/W2593201274","https://openalex.org/W2766899523","https://openalex.org/W2778692203","https://openalex.org/W2782536475","https://openalex.org/W2793667632","https://openalex.org/W2889960786","https://openalex.org/W2907431906","https://openalex.org/W2911288584","https://openalex.org/W2913766863","https://openalex.org/W2921820383","https://openalex.org/W2922369796","https://openalex.org/W2952454702","https://openalex.org/W2963856336","https://openalex.org/W2981697131","https://openalex.org/W3010406054","https://openalex.org/W6673788315"],"related_works":["https://openalex.org/W100847034","https://openalex.org/W2319663290","https://openalex.org/W2170800957","https://openalex.org/W2523072865","https://openalex.org/W564318436","https://openalex.org/W1997214137","https://openalex.org/W2390151587","https://openalex.org/W2143855856","https://openalex.org/W2083853826","https://openalex.org/W2505189292"],"abstract_inverted_index":{"Road":[0],"accidents":[1],"are":[2],"one":[3],"of":[4,95,133,179],"the":[5,93,122,131,174,191],"primary":[6],"concerns":[7],"and":[8,26,43,99,118,135,154,181,188],"critical":[9],"issues":[10],"that":[11,51,81,170],"encounters":[12],"societies":[13],"nowadays:":[14],"Crash":[15],"events":[16,69,142],"analysis":[17],"is":[18],"a":[19,86],"key":[20],"role":[21],"in":[22,41,49,177],"improving":[23],"traffic":[24,103],"safety":[25,104],"reducing":[27],"potential":[28],"inconveniences":[29],"to":[30,38,65,130,164,206,210],"road":[31,67],"users.":[32],"As":[33],"such,":[34],"novice":[35,71,139,201],"drivers":[36,72,140,202],"continue":[37],"be":[39,204],"overrepresented":[40],"fatalities":[42],"injuries":[44],"arising":[45],"from":[46],"crashes,":[47],"especially":[48],"those":[50],"occur":[52],"during":[53,76,147,184],"nigh":[54],"times":[55],"under":[56,73,215],"rainy":[57],"weather":[58],"conditions.":[59],"In":[60],"this":[61],"study,":[62],"we":[63],"aim":[64],"investigate":[66],"crash":[68,141,166,197,212],"for":[70,200],"reduced-visibility":[74,216],"scenarios":[75],"multiple":[77],"night-time":[78],"driving":[79,88],"simulations":[80],"have":[82,161],"been":[83,128,162],"conducted":[84],"using":[85],"desktop":[87],"simulator.":[89],"This":[90],"paper":[91],"depicted":[92],"effect":[94],"both":[96],"light":[97,134],"rain":[98,101,137],"heavy":[100,136],"on":[102,138,144,190],"by":[105],"endorsing":[106],"real-time":[107],"driver":[108,145],"inputs":[109,146],"established":[110],"as":[111],"throttle":[112],"pedal":[113,116],"position,":[114],"brake":[115],"position":[117],"wheel":[119],"angle.":[120],"To":[121],"authors'":[123],"knowledge,":[124],"minimal":[125],"work":[126],"has":[127],"directed":[129],"examination":[132],"based":[143,189],"night":[148],"times.":[149],"Artificial":[150],"Neural":[151],"Networks":[152],"(ANN)":[153],"Decision":[155],"Trees":[156],"(DT)":[157],"machine":[158],"learning":[159],"models":[160],"developed":[163],"analyze":[165],"events;":[167],"results":[168],"depict":[169],"ANN":[171],"model":[172],"exhibited":[173],"best":[175],"performances":[176],"terms":[178],"accuracy":[180],"AUC":[182],"measures":[183],"all-weather":[185],"covariates.":[186],"Conventionally,":[187],"findings,":[192],"new":[193],"insights":[194],"into":[195],"night-related":[196],"events'":[198],"assessments":[199],"could":[203],"harnessed":[205],"assist":[207],"enforcement":[208],"endeavors":[209],"design":[211],"avoidance/warning":[213],"systems":[214],"settings.":[217]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
