{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,9]],"date-time":"2025-12-09T15:45:44Z","timestamp":1765295144388,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":42,"publisher":"ACM","license":[{"start":{"date-parts":[[2020,3,31]],"date-time":"2020-03-31T00:00:00Z","timestamp":1585612800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"DOI":"10.13039\/501100006319","name":"Centre National pour la Recherche Scientifique et Technique","doi-asserted-by":"publisher","award":["N\u00b0 1 8 U C A 2 0 1 5"],"award-info":[{"award-number":["N\u00b0 1 8 U C A 2 0 1 5"]}],"id":[{"id":"10.13039\/501100006319","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2020,3,31]]},"DOI":"10.1145\/3386723.3387849","type":"proceedings-article","created":{"date-parts":[[2020,5,25]],"date-time":"2020-05-25T18:06:11Z","timestamp":1590429971000},"page":"1-7","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":9,"title":["Towards analyzing crash events for novice drivers under reduced-visibility settings"],"prefix":"10.1145","author":[{"given":"Elamrani Abou Elassad","family":"Zouhair","sequence":"first","affiliation":[{"name":"LISI Laboratory, FSSM, Cadi Ayyad University, Marrakesh, Morocco"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hajar","family":"Mousannif","sequence":"additional","affiliation":[{"name":"LISI Laboratory, FSSM, Cadi Ayyad University, Marrakesh, Morocco"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hassan","family":"Al Moatassime","sequence":"additional","affiliation":[{"name":"OSER Research Team, FSTG, Cadi Ayyad University, Marrakesh, Morocco"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2020,5,18]]},"reference":[{"key":"e_1_3_2_1_1_1","unstructured":"World Health Organization \"WHO | Road Safety \" http:\/\/www.who.int\/features\/factfiles\/roadsafety\/en\/ 2015.  World Health Organization \"WHO | Road Safety \" http:\/\/www.who.int\/features\/factfiles\/roadsafety\/en\/ 2015."},{"key":"e_1_3_2_1_2_1","volume-title":"young novice drivers, driver education and training. literature review","author":"Engstrom I.","year":"2003","unstructured":"I. Engstrom , N. P. Gregersen , K. Hernetkoski , E. Keskinen , and A. Nyberg , \" young novice drivers, driver education and training. literature review ,\" 2003 . I. Engstrom, N. P. Gregersen, K. Hernetkoski, E. Keskinen, and A. Nyberg, \"young novice drivers, driver education and training. literature review,\" 2003."},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.aap.2012.04.010"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1080\/15389588.2012.727510"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1046\/j.1475-1313.2002.00076.x"},{"key":"e_1_3_2_1_6_1","volume-title":"Detection of critical safety events on freeways in clear and rainy weather using SHRP2 naturalistic driving data: Parametric and non-parametric techniques,\" Saf. Sci., no","author":"Ali E. M.","year":"2018","unstructured":"E. M. Ali , M. M. Ahmed , and S. S. Wulff , \" Detection of critical safety events on freeways in clear and rainy weather using SHRP2 naturalistic driving data: Parametric and non-parametric techniques,\" Saf. Sci., no . January 2018 , 2019. E. M. Ali, M. M. Ahmed, and S. S. Wulff, \"Detection of critical safety events on freeways in clear and rainy weather using SHRP2 naturalistic driving data: Parametric and non-parametric techniques,\" Saf. Sci., no. January 2018, 2019."},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.aap.2012.11.027"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.aap.2019.01.022"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2019.103312"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.aap.2018.01.005"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-11928-7_41"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1080\/15389588.2015.1017572"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2016.11.009"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.aap.2018.12.013"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1177\/0361198118796971"},{"key":"e_1_3_2_1_16_1","first-page":"036119811986262","article-title":"Prediction of Near-Crashes from Observed Vehicle Kinematics using Machine Learning","author":"Osman O. A.","year":"2019","unstructured":"O. A. Osman , M. Hajij , P. R. Bakhit , and S. Ishak , \" Prediction of Near-Crashes from Observed Vehicle Kinematics using Machine Learning ,\" Transp. Res. Rec. J. Transp. Res. Board , p. 036119811986262 , 2019 . O. A. Osman, M. Hajij, P. R. Bakhit, and S. Ishak, \"Prediction of Near-Crashes from Observed Vehicle Kinematics using Machine Learning,\" Transp. Res. Rec. J. Transp. Res. Board, p. 036119811986262, 2019.","journal-title":"Transp. Res. Rec. J. Transp. Res. Board"},{"key":"e_1_3_2_1_17_1","first-page":"12","article-title":"Denoising Recurrent Neural Networks for Classifying Crash-Related Events","volume":"1","author":"Park S.","year":"2019","unstructured":"S. Park , Y. Seonwoo , J. Kim , J. Kim , and A. Oh , \" Denoising Recurrent Neural Networks for Classifying Crash-Related Events ,\" IEEE Trans. Intell. Transp. Syst. , vol. PP, pp. 1 -- 12 , 2019 . S. Park, Y. Seonwoo, J. Kim, J. Kim, and A. Oh, \"Denoising Recurrent Neural Networks for Classifying Crash-Related Events,\" IEEE Trans. Intell. Transp. Syst., vol. PP, pp. 1--12, 2019.","journal-title":"IEEE Trans. Intell. Transp. Syst."},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2017.10.001"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jsr.2016.06.005"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1080\/15389588.2020.1723794"},{"key":"e_1_3_2_1_21_1","first-page":"603","volume-title":"Government and Industry Perspectives on Driver Distraction,\" in Driver Distraction","author":"Tingvall C.","year":"2008","unstructured":"C. Tingvall , L. Eckstein , and M. Hammer , \" Government and Industry Perspectives on Driver Distraction,\" in Driver Distraction , CRC Press , 2008 , pp. 603 -- 618 . C. Tingvall, L. Eckstein, and M. Hammer, \"Government and Industry Perspectives on Driver Distraction,\" in Driver Distraction, CRC Press, 2008, pp. 603--618."},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.3141\/2386-16"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.3141\/2078-04"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.dr.2007.08.002"},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0001-4575(97)00017-1"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ssci.2012.05.014"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.aap.2006.02.013"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0022-4375(02)00075-0"},{"key":"e_1_3_2_1_29_1","unstructured":"FHWA \"How Do Weather Events Impact Roads? - FHWA Road Weather Management \" 2016. [Online]. Available: https:\/\/ops.fhwa.dot.gov\/weather\/q1_roadimpact.htm. [Accessed: 25-Jul-2019].  FHWA \"How Do Weather Events Impact Roads? - FHWA Road Weather Management \" 2016. [Online]. Available: https:\/\/ops.fhwa.dot.gov\/weather\/q1_roadimpact.htm. [Accessed: 25-Jul-2019]."},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1016\/0001-4575(93)90076-9"},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ssci.2013.10.012"},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2006.874710"},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.aap.2017.02.022"},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2011.2171052"},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1108\/IJPCC-04-2016-0023"},{"key":"e_1_3_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.aap.2017.11.025"},{"key":"e_1_3_2_1_37_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.aap.2017.11.028"},{"key":"e_1_3_2_1_38_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.aap.2019.02.008"},{"key":"e_1_3_2_1_39_1","unstructured":"Slightly Mad Studios \"Project CARS - THE ULTIMATE DRIVER JOURNEY.\" [Online]. Available: https:\/\/www.projectcarsgame.com\/. [Accessed: 23-Jun-2019].  Slightly Mad Studios \"Project CARS - THE ULTIMATE DRIVER JOURNEY.\" [Online]. Available: https:\/\/www.projectcarsgame.com\/. [Accessed: 23-Jun-2019]."},{"key":"e_1_3_2_1_40_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0167-7012(00)00201-3"},{"key":"e_1_3_2_1_41_1","first-page":"1137","volume-title":"A Study of Cross-Validation and Bootstrap for Accuracy Estimation and Model Selection","author":"Kohavi R.","year":"1995","unstructured":"R. Kohavi and R. Kohavi , \" A Study of Cross-Validation and Bootstrap for Accuracy Estimation and Model Selection ,\" pp. 1137 -- 1143 , 1995 . R. Kohavi and R. Kohavi, \"A Study of Cross-Validation and Bootstrap for Accuracy Estimation and Model Selection,\" pp. 1137--1143, 1995."},{"issue":"11","key":"e_1_3_2_1_42_1","first-page":"12","article-title":"Neural network credit scoring models","volume":"27","author":"West D.","year":"2000","unstructured":"D. West , \" Neural network credit scoring models ,\" Comput. Oper. Res. , vol. 27 , no. 11 -- 12 , pp. 1131--1152, Sep. 2000 . D. West, \"Neural network credit scoring models,\" Comput. Oper. Res., vol. 27, no. 11--12, pp. 1131--1152, Sep. 2000.","journal-title":"Comput. Oper. Res."}],"event":{"name":"NISS2020: The 3rd International Conference on Networking, Information Systems & Security","acronym":"NISS2020","location":"Marrakech Morocco"},"container-title":["Proceedings of the 3rd International Conference on Networking, Information Systems &amp; Security"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3386723.3387849","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3386723.3387849","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T22:38:19Z","timestamp":1750199899000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3386723.3387849"}},"subtitle":["A simulator study"],"short-title":[],"issued":{"date-parts":[[2020,3,31]]},"references-count":42,"alternative-id":["10.1145\/3386723.3387849","10.1145\/3386723"],"URL":"https:\/\/doi.org\/10.1145\/3386723.3387849","relation":{},"subject":[],"published":{"date-parts":[[2020,3,31]]},"assertion":[{"value":"2020-05-18","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}