Factors influencing fatal vehicle-involved crash consequence metrics at spatio-temporal hotspots in South Korea: application of GIS and machine learning techniques
Author:
Affiliation:
1. Department of Transportation, University of Seoul, Seoul, South Korea
2. Department of Transportation Engineering & Department of Urban Big Data Convergence, University of Seoul, Seoul, South Korea
Publisher
Informa UK Limited
Subject
Urban Studies,Geography, Planning and Development
Link
https://www.tandfonline.com/doi/pdf/10.1080/12265934.2022.2134182
Reference36 articles.
1. Development of pedestrian crash prediction model for a developing country using artificial neural network
2. A systematic approach for evaluating spatiotemporal characteristics of traffic violations and crashes at road intersections: an empirical study
3. Fatal pedestrian crashes at intersections: Trend mining using association rules
4. Investigating articulated heavy-vehicle crashes in Western Australia using a spatial approach
5. How Best to Rank Sites with Promise
Cited by 8 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. Predicting Number of Vehicles Involved in Rural Crashes Using Learning Vector Quantization Algorithm;AI;2024-07-08
2. A trajectory data-driven approach for traffic risk prediction: incorporating variable interactions and pre-screening;International Journal of Urban Sciences;2024-05-05
3. Fatal Crash Occurrence Prediction and Pattern Evaluation by Applying Machine Learning Techniques;The Open Transportation Journal;2024-02-13
4. Bicyclist injury severity classification using a random parameter logit model;International Journal of Transportation Science and Technology;2023-12
5. Analyzing the time-varying patterns of contributing factors in work zone-related crashes;Journal of Transportation Safety & Security;2023-08-16
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