Advanced search
Publication Cover
Traffic Injury Prevention Volume 16, 2015 - Issue 1
Submit an article Journal homepage
975
Views
41
CrossRef citations to date
0
Altmetric
Original Articles

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

Chengcheng XuJiangsu Key Laboratory of Urban ITS, Southeast University, Nanjing, China;Jiangsu Province Collaborative Innovation Center of Modern Urban Traffic Technologies, Nanjing, ChinaCorrespondence[email protected]
View further author information
,
Wei WangJiangsu Key Laboratory of Urban ITS, Southeast University, Nanjing, China;Jiangsu Province Collaborative Innovation Center of Modern Urban Traffic Technologies, Nanjing, ChinaView further author information
,
Pan LiuJiangsu Key Laboratory of Urban ITS, Southeast University, Nanjing, China;Jiangsu Province Collaborative Innovation Center of Modern Urban Traffic Technologies, Nanjing, ChinaView further author information
&
Fangwei ZhangJiangsu Key Laboratory of Urban ITS, Southeast University, Nanjing, China;Jiangsu Province Collaborative Innovation Center of Modern Urban Traffic Technologies, Nanjing, ChinaView further author information
Pages 28-35 | Received 26 Sep 2013, Accepted 24 Mar 2014, Published online: 26 Sep 2014

Citations (41)

Keep up to date with the latest research on this topic with citation updates for this article.

Subscribe to citation updates

Read on this site (8)

Ling Wang, Lingjie Zou, Mohamed Abdel-Aty & Wanjing Ma. (2023) Expressway rear-end crash risk evolution mechanism analysis under different traffic states. Transportmetrica B: Transport Dynamics 11:1, pages 510-527.
Read now
Miao Guo, Xiaohua Zhao, Ying Yao, Haiyi Yang, Jianyu Qi & Yuelong Su. (2023) Investigating the impacts of driver’s risky driving behavior on traffic crash risk detection model. Journal of Transportation Safety & Security 0:0, pages 1-27.
Read now
Ishtiak Ahmed, Billy M. Williams, M. Shoaib Samandar & Gyounghoon Chun. (2022) Investigating the relationship between freeway rear-end crash rates and macroscopically modeled reaction time. Transportmetrica A: Transport Science 18:3, pages 1001-1024.
Read now
Wang Fenghui, Li Lingyi, Liu Yongtao, Tian Shun & Wei Lang. (2022) One-dimensional cellular automaton traffic flow model based on defensive driving strategy. International Journal of Crashworthiness 27:1, pages 193-197.
Read now
Yikai Chen, Kai Wang, Yu Zhang & Qin Shi. (2021) Identification of black spots on highways using fault tree analysis and vehicle safety boundaries. Journal of Transportation Safety & Security 13:1, pages 46-68.
Read now
Yanyong Guo, Tarek Sayed & Mohamed H. Zaki. (2020) Examining two-wheelers' overtaking behavior and lateral distance choices at a shared roadway facility. Journal of Transportation Safety & Security 12:8, pages 1046-1066.
Read now
Bo Yang, Pan Liu, Ching-Yao Chan, Chengcheng Xu & Yanyong Guo. (2019) Identifying the crash characteristics on freeway segments based on different ramp influence areas. Traffic Injury Prevention 20:4, pages 386-391.
Read now
Ali Pirdavani, Ellen De Pauw, Tom Brijs, Stijn Daniels, Maarten Magis, Tom Bellemans & Geert Wets. (2015) Application of a Rule-Based Approach in Real-Time Crash Risk Prediction Model Development Using Loop Detector Data. Traffic Injury Prevention 16:8, pages 786-791.
Read now

Articles from other publishers (33)

Zubayer Islam, Mohamed Abdel-Aty, Nafis Anwari & Md Rakibul Islam. (2023) Understanding the impact of vehicle dynamics, geometric and non-geometric roadway attributes on surrogate safety measure using connected vehicle data. Accident Analysis & Prevention 189, pages 107125.
Crossref
Sheng-Chih Ho, Kuo-Chi Yen, Chung-Yung Wang & Yu Sun. (2023) A Traffic Crash Warning Model for BOT E-Tolling Operations Based on Predictions Using a Data Association Framework. Applied Sciences 13:10, pages 5973.
Crossref
Shile Zhang & Mohamed Abdel-Aty. (2022) Real-time crash potential prediction on freeways using connected vehicle data. Analytic Methods in Accident Research 36, pages 100239.
Crossref
Xiaolong Ma, Qiang Yu & Jianbei Liu. (2022) Modeling Urban Freeway Rear-End Collision Risk Using Machine Learning Algorithms. Sustainability 14:19, pages 12047.
Crossref
Zeyang Cheng, Jinghui Yuan, Bo Yu, Jian Lu & Yi Zhao. (2022) Crash Risks Evaluation of Urban Expressways: A Case Study in Shanghai. IEEE Transactions on Intelligent Transportation Systems 23:9, pages 15329-15339.
Crossref
Yanpeng Wang, Jin Xu, Xingliang Liu, Zhanji Zheng, Heshan Zhang & Chengyu Wang. (2022) Analysis on Risk Characteristics of Traffic Accidents in Small-Spacing Expressway Interchange. International Journal of Environmental Research and Public Health 19:16, pages 9938.
Crossref
Miao Guo, Xiaohua Zhao, Ying Yao, Chaofan Bi & Yuelong Su. (2022) Application of risky driving behavior in crash detection and analysis. Physica A: Statistical Mechanics and its Applications 591, pages 126808.
Crossref
Ling Wang, Kang Wang, Wanjing Ma, Mohamed Abdel-Aty & Lin Li. (2022) Real-time safety analysis for expressways considering the heterogeneity of different segment types. Journal of Safety Research 80, pages 349-361.
Crossref
Nicolette Formosa, Mohammed Quddus, Alkis Papadoulis & Andrew Timmis. (2022) Validating a Traffic Conflict Prediction Technique for Motorways Using a Simulation Approach. Sensors 22:2, pages 566.
Crossref
Naikan Ding, Linsheng Lu & Nisha Jiao. (2021) Rear-End Crash Risk Analysis considering Drivers’ Visual Perception and Traffic Flow Uncertainty: A Hierarchical Hybrid Bayesian Network Approach. Discrete Dynamics in Nature and Society 2021, pages 1-21.
Crossref
Xiaowei Li, Yuting Wang, Yao Wu, Jun Chen & Jibiao Zhou. (2021) Modeling Intercity Travel Mode Choice with Data Balance Changes: A Comparative Analysis of Bayesian Logit Model and Artificial Neural Networks. Journal of Advanced Transportation 2021, pages 1-22.
Crossref
Jingya Zhao, Pan Liu, Chengcheng Xu & Jie Bao. (2021) Understand the impact of traffic states on crash risk in the vicinities of Type A weaving segments: A deep learning approach. Accident Analysis & Prevention 159, pages 106293.
Crossref
Xiaowei Li, Qiangqiang Ma, Wenbo Wang & Baojie Wang. (2021) Influence of Weather Conditions on the Intercity Travel Mode Choice: A Case of Xi’an. Computational Intelligence and Neuroscience 2021, pages 1-15.
Crossref
Tian Lei, Jia Peng, Xingliang Liu & Qin Luo. (2021) Crash Prediction on Expressway Incorporating Traffic Flow Continuity Parameters Based on Machine Learning Approach. Journal of Advanced Transportation 2021, pages 1-13.
Crossref
Miaomiao LiuZhuangzhi WuYongsheng ChenXiaodan Zhang. (2020) Utilizing Decision Tree Method and ANFIS to Explore Real-Time Crash Risk for Urban Freeways. Utilizing Decision Tree Method and ANFIS to Explore Real-Time Crash Risk for Urban Freeways.
Bo Yang, Yao Wu & Weihua Zhang. (2020) Analysis of Freeway Secondary Crashes in Different Traffic Flow States by Three-Phase Traffic Theory. Journal of Advanced Transportation 2020, pages 1-10.
Crossref
Bo Yang, Yao Wu, Weihua Zhang & Jie Bao. (2020) Modeling Collision Probability on Freeway: Accounting for Different Types and Severities in Various LOS. Sustainability 12:18, pages 7386.
Crossref
Xiaowei Li, Junqing Tang, Xiaojiao Hu & Wei Wang. (2020) Assessing intercity multimodal choice behavior in a Touristy City: A factor analysis. Journal of Transport Geography 86, pages 102776.
Crossref
Xu Wang, Yue Cao, Peiyu Jiang, Lei Niu & Nengchao Lyu. (2020) The safety effect of open-median management on one-side widened freeways: A driving simulation evaluation. Journal of Safety Research 73, pages 57-67.
Crossref
Yikai Chen, Kai Wang, Yu Zhang, Renjia Luo, Shujun Yu, Qin Shi & Wenting Hu. (2020) INVESTIGATING FACTORS AFFECTING ROAD FREIGHT OVERLOADING THROUGH THE INTEGRATED USE OF BLR AND CART: A CASE STUDY IN CHINA. Transport 35:3, pages 236-246.
Crossref
Wencheng Wang, Zhenzhou Yuan, Yanting Liu, Xiaobao Yang & Yang Yang. (2019) A Random Parameter Logit Model of Immediate Red-Light Running Behavior of Pedestrians and Cyclists at Major-Major Intersections. Journal of Advanced Transportation 2019, pages 1-13.
Crossref
Moinul Hossain, Mohamed Abdel-Aty, Mohammed A. Quddus, Yasunori Muromachi & Soumik Nafis Sadeek. (2019) Real-time crash prediction models: State-of-the-art, design pathways and ubiquitous requirements. Accident Analysis & Prevention 124, pages 66-84.
Crossref
Di Bao. (2019) A Multi-Index Fusion Clustering Strategy for Traffic Flow State Identification. IEEE Access 7, pages 166404-166409.
Crossref
Katerina Stylianou, Loukas Dimitriou & Mohamed Abdel-Aty. 2019. Mobility Patterns, Big Data and Transport Analytics. Mobility Patterns, Big Data and Transport Analytics 297 343 .
Yanyong Guo, Zhibin Li, Yao Wu & Chengcheng Xu. (2018) Evaluating factors affecting electric bike users’ registration of license plate in China using Bayesian approach. Transportation Research Part F: Traffic Psychology and Behaviour 59, pages 212-221.
Crossref
Christos Katrakazas, Mohammed Quddus & Wen-Hua Chen. (2018) A Simulation Study of Predicting Real-Time Conflict-Prone Traffic Conditions. IEEE Transactions on Intelligent Transportation Systems 19:10, pages 3196-3207.
Crossref
Yanyong Guo, Zhibin Li, Yao Wu & Chengcheng Xu. (2018) Exploring unobserved heterogeneity in bicyclists’ red-light running behaviors at different crossing facilities. Accident Analysis & Prevention 115, pages 118-127.
Crossref
Masayoshi Tanishita & Bert van Wee. (2017) Impact of vehicle speeds and changes in mean speeds on per vehicle-kilometer traffic accident rates in Japan. IATSS Research 41:3, pages 107-112.
Crossref
Miaomiao Liu & Yongsheng Chen. (2017) Predicting Real-Time Crash Risk for Urban Expressways in China. Mathematical Problems in Engineering 2017, pages 1-10.
Crossref
Juan G. Serra, Pablo Ruiz, Rafael Molina & Aggelos K. Katsaggelos. (2016) Bayesian logistic regression with sparse general representation prior for multispectral image classification. Bayesian logistic regression with sparse general representation prior for multispectral image classification.
Jie Sun & Jian Sun. (2016) Real‐time crash prediction on urban expressways: identification of key variables and a hybrid support vector machine model. IET Intelligent Transport Systems 10:5, pages 331-337.
Crossref
Chengcheng Xu, Wei Wang, Pan Liu & Zhibin Li. (2015) Calibration of crash risk models on freeways with limited real-time traffic data using Bayesian meta-analysis and Bayesian inference approach. Accident Analysis & Prevention 85, pages 207-218.
Crossref
Jie Sun & Jian Sun. (2015) A dynamic Bayesian network model for real-time crash prediction using traffic speed conditions data. Transportation Research Part C: Emerging Technologies 54, pages 176-186.
Crossref

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Order Reprints Request Corporate Permissions

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

Request Academic Permissions

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.

Related research

People also read lists articles that other readers of this article have read.

Recommended articles lists articles that we recommend and is powered by our AI driven recommendation engine.

Cited by lists all citing articles based on Crossref citations.
Articles with the Crossref icon will open in a new tab.