Identifying nonlinear effects of factors on hit-and-run crashes using interpretable machine learning techniques-Reference-Cited by-同舟云学术

登录注册会员服务联系我们

Identifying nonlinear effects of factors on hit-and-run crashes using interpretable machine learning techniques

Published:2024-01-06 Issue: Volume: Page:1-21
ISSN:1943-9962
Container-title:Journal of Transportation Safety & Security
language:en
Short-container-title:Journal of Transportation Safety & Security

Author:

Xu Liang¹²,Ren Yilong¹³²,Yu Haiyang¹³²,Wang Kun⁴⁵

Affiliation:

1. Hangzhou Innovation Institute, Beihang University, Hangzhou, PR China

2. State Key Laboratory of Intelligent Transportation System, Beijing, PR China

3. School of Transportation Science and Engineering, Beihang University, Beijing, PR China

4. College of Civil Engineering, Anhui Jianzhu University, Hefei, PR China

5. National-Local Joint Engineering Laboratory of Building Health Monitoring and Disaster Prevention Technology, Hefei, PR China

Funder

China Postdoctoral Science Foundation

Scientific Research Project of Introducing Talents—Anhui Jianzhu University

Publisher

Informa UK Limited

Link

https://www.tandfonline.com/doi/pdf/10.1080/19439962.2023.2299005

Reference46 articles.

1. The effect of road and environmental characteristics on pedestrian hit-and-run accidents in Ghana

2. Determinants of traveler satisfaction: Evidence for non-linear and asymmetric effects

3. Visualizing the effects of predictor variables in black box supervised learning models

4. Fatal hit-and-run crashes: Factors associated with leaving the scene

5. Support-vector networks

同舟云学术

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