[1] National Highway Traffic Safety Administration. 2015 motor vehicle crashes: overview [R], 2016.9. [2] Injury Prevention and World Health Organization. Global status report on road safety 2013: supporting a decade of action[R], 2013. [3] National Highway Traffic Safety Administration. 2013 motor vehicle crashes: overview [R], 2013. [4] EISENBERG D, WARNER K E. Effects of snowfalls on motor vehicle collisions, injuries, and fatalities[J]. American Journal of Public Health, 2005, 95(1): 120–124. [5] 蒋锐, 郭忠印, 李振楠. 恶劣天气条件下车辆换车道的安全模型[J]. 同济大学学报: 自然科学版, 2011, 39(4): 529-533. JIANG Rui, GUO Zhongyin, LI Zhennan. Line-changing safety model for deteriorative weather[J]. Journal of Tongji University: Natural Science, 2011, 39(4): 529-533. [6] 胡江碧, 李安, 王维利.不同天气状况下驾驶员驾驶工作负荷分析[J].北京工业大学学报, 2011, 37(4):529-532,540. HUJiangbi, LI An, WANG Weili. Analysis on driver's driving workload in different weather conditions[J]. Journal of Beijing University of Technology, 2011, 37(4):529-532,540. [7] 杨京帅, 任书航, 马志政, 等. 道路交通碰撞事故致因建模与影响因素试验分析[J]. 东南大学学报: 自然科学版, 2015, 45(5): 1 008-1 012. YANG Jingshuai, REN Shuhang, MA Zhizheng, et al. Modeling of road traffic collision accidents' causes and experimental analysis of influential factors[J]. Journal of Southeast University: Natural Science, 2015, 45(5): 1 008-1 012. [8] ANDREY J, CHRISTIE A M, MICHAELS S, et al. Toward a national assessment of the travel risks associated with inclement weather[J]. Institute for Catastrophic Loss Reduction (ICLR) Paper Series, 2005, 16(3): 14-19. [9] ABDEL-ATY M, HALEEM K. Analyzing angle crashes at unsignalized intersections using machine learning techniques[J]. Accident Analysis and Prevention, 2011, 43(1): 461-470. [10] LIN Q, NIXON W A. Effects of adverse weather on traffic crashes: systematic review and meta-analysis[J]. Transportation Research Record Journal of the Transportation Research Board, 2008, 2055(2055): 139-146. [11] ZOU Hui. The adaptive lasso and its oracle properties[J]. Journal of the American Statistical Association, 2006, 101(476): 1 418-1 429. [12] BREIMAN L. Random forests [J]. Machine Learning, 2001, 45(1): 5-32. [13] GENUER R, POGGI J M, TULEAU-MALOT C. Variable selection using random forests[J]. Pattern Recognition Letters, 2010, 31(14):2 225-2 236. [14] LI Zhibin, LIU Pan, WANG Wei, et al. Using support vector machine models for crash injury severity analysis[J]. Accident Analysis & Prevention, 2012, 45(2): 478-486. |