Big data, traditional data and the tradeoffs between prediction and causality in highway-safety analysis
Author:
Funder
US Department of Transportation
Publisher
Elsevier BV
Subject
Safety Research,Transportation
Reference53 articles.
1. Highway Safety Manual;AASHTO,2010
2. The joint analysis of injury severity of drivers in two-vehicle crashes accommodating seat belt use endogeneity;Abay;Transportation Research Part B,2013
3. Assessing safety on Dutch freeways with data from infrastructure-based intelligent transportation systems;Abdel-Aty;Transportation Research Record,2008
4. Identifying crash propensity using specific traffic speed conditions;Abdel-Aty;Journal of Safety Research,2005
5. Development of artificial neural network models to predict driver injury severity in traffic accidents at signalized intersections;Abdelwahab;Transportation Research Record,2001
Cited by 233 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献
1. Crash risk prediction using sparse collision data: Granger causal inference and graph convolutional network approaches;Expert Systems with Applications;2025-01
2. A cross-comparison of different extreme value modeling techniques for traffic conflict-based crash risk estimation;Analytic Methods in Accident Research;2024-12
3. A nonlinear mixed logit model of occupant severity in autonomous vehicle crashes;Analytic Methods in Accident Research;2024-12
4. The role of human errors and violations in pedestrian-related crashes: Harnessing a unique database and accounting for heterogeneity;Journal of Safety Research;2024-12
5. Considering multi-scale built environment in modeling severity of traffic violations by elderly drivers: An interpretable machine learning framework;Accident Analysis & Prevention;2024-11
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3