Development of a Real-Time Crash Risk Prediction Model Incorporating the Various Crash Mechanisms Across Different Traffic States

Xu Chengcheng; Wang Wei; Liu Pan; Zhang Fangwei

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Development of a Real-Time Crash Risk Prediction Model Incorporating the Various Crash Mechanisms Across Different Traffic States

机译：结合不同交通状态的各种碰撞机制的实时碰撞风险预测模型的开发

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Objective: This study aimed to identify the traffic flow variables contributing to crash risks under different traffic states and to develop a real-time crash risk model incorporating the varying crash mechanisms across different traffic states.

机译：目的：本研究旨在识别导致不同交通状况下的交通事故风险的交通流变量，并开发一种实时的交通事故风险模型，其中包含跨不同交通状态的各种交通事故机制。

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《Traffic Injury Prevention》 |2015年第4期|共8页
作者
Xu Chengcheng; Wang Wei; Liu Pan; Zhang Fangwei;
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正文语种 eng
中图分类特种医学;
关键词
nonlinear canonical correlation analysis; traffic flow states; Bayesian random parameters logistic regression; real-time crash risk assessment; Markov chain Monte Carlo (MCMC);

机译：非线性典型相关分析;交通流状态;贝叶斯随机参数对数回归;实时碰撞风险评估;马尔可夫链蒙特卡洛（MCMC）;

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专利

1. Development of a Real-Time Crash Risk Prediction Model Incorporating the Various Crash Mechanisms Across Different Traffic States [J] . Xu Chengcheng, Wang Wei, Liu Pan, Traffic Injury Prevention . 2015,第1a4期

机译：结合不同交通状态的各种碰撞机制的实时碰撞风险预测模型的开发
2. Calibrating a Real-Time Traffic Crash-Prediction Model Using Archived Weather and ITS Traffic Data [J] . Mohamed A. Abdel-Aty, Rajashekar Pemmanaboina IEEE Transactions on Intelligent Transportation Systems . 2006,第2期

机译：使用存档的天气和ITS交通数据校准实时交通事故预测模型
3. Application of a Rule-Based Approach in Real-Time Crash Risk Prediction Model Development Using Loop Detector Data [J] . Pirdavani Ali, De Pauw Ellen, Brijs Tom, Traffic Injury Prevention . 2015,第5a8期

机译：基于规则的方法在使用回路检测器数据的实时碰撞风险预测模型开发中的应用
4. Study on Framework of Traffic Operational Safety Assurance Program and Real-time Crash Risk Prediction Model of Shenzhen-Zhongshan Channel [C] . Yongsheng Chen Canadian Association of Road Safety Professionals;Canadian multidisciplinary road safety conference . 2016

机译：深中海峡交通运行安全保障程序框架与实时碰撞风险预测模型研究
5. Identifying and Incorporating Driver Behavior Variables into Crash Prediction Models [D] . Shaon, Mohammad Razaur Rahman 2019

机译：识别驾驶员行为变量并将其合并到碰撞预测模型中
6. Crash Risk Prediction Modeling Based on the Traffic Conflict Technique and a Microscopic Simulation for Freeway Interchange Merging Areas [O] . Shen Li, Qiaojun Xiang, Yongfeng Ma, 2016

机译：基于交通冲突技术和高速公路立交汇合区微观仿真的碰撞风险预测建模
7. Real-time crash prediction model for application to crash prevention in freeway traffic [O] . Chris Lee, Bruce Hellinga, Frank Saccomanno 2003

机译：实时碰撞预测模型在高速公路交通防撞中的应用
8. Development of a Prediction Model for Crash Occurrence by Analyzing Traffic Crash and Citation Data. [R] . Gonzalez-Velez, E., Gonzalez-Bonilla, A. 2017

机译：通过分析交通事故和引文数据制定碰撞事故预测模型。

Development of a Real-Time Crash Risk Prediction Model Incorporating the Various Crash Mechanisms Across Different Traffic States

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