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Analyzing single-vehicle and multi-vehicle freeway crashes with unobserved heterogeneity
Author: Feng, Mingjie; Wang, Xuesong; Li, Yan
Journal: JOURNAL OF TRANSPORTATION SAFETY & SECURITY. 2023; Vol. 15, Issue 1, pp. 59-81. DOI: 10.1080/19439962.2021.2020945
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An image-based crash risk prediction model using visual attention mapping and a deep convolutional neural network
Author: Hu, Chengyu; Yang, Wenchen; Liu, Chenglong; Fang, Rui; Guo, Zhongyin; Tian, Bijiang
Journal: JOURNAL OF TRANSPORTATION SAFETY & SECURITY. 2023; Vol. 15, Issue 1, pp. 1-23. DOI: 10.1080/19439962.2021.2015731
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An ensemble machine learning method for crash responsibility assignment in quasi-induced exposure theory
Author: Zhang, Guopeng; Cai, Ying; Jiang, Xinguo; Fan, Yingfei; Zhou, Yue; Qian, Jun
Journal: JOURNAL OF TRANSPORTATION SAFETY & SECURITY. 2023; Vol. 15, Issue 1, pp. 24-42. DOI: 10.1080/19439962.2022.2026543
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Investigating injury severity of pedestrian-vehicle crashes by integrating latent class cluster analysis and unbalanced panel mixed ordered probit model
Author: Xiao, Daiquan; Saric, Zeljko; Xu, Xuecai; Yuan, Quan
Journal: JOURNAL OF TRANSPORTATION SAFETY & SECURITY. 2023; Vol. 15, Issue 2, pp. 83-102. DOI: 10.1080/19439962.2022.2033900
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Modeling disruption durations of subway service via random survival forests: The case of Shanghai
Author: Wang, Xinyuan; Li, Jian; Yu, Rongjie
Journal: JOURNAL OF TRANSPORTATION SAFETY & SECURITY. 2023; Vol. 15, Issue 2, pp. 215-237. DOI: 10.1080/19439962.2022.2048762
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Characterizing the differences of injury severity between single-vehicle and multi-vehicle crashes in China
Author: Ma, Jingfeng; Ren, Gang; Li, Haojie; Wang, Shunchao; Yu, Jingcai
Journal: JOURNAL OF TRANSPORTATION SAFETY & SECURITY. 2023; Vol. 15, Issue 3, pp. 314-334. DOI: 10.1080/19439962.2022.2056931
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A genetic programming approach for real-time crash prediction to solve trade-off between interpretability and accuracy
Author: Ma, Xiaochi; Lu, Jian; Liu, Xian; Qu, Weibin
Journal: JOURNAL OF TRANSPORTATION SAFETY & SECURITY. 2023; Vol. 15, Issue 4, pp. 421-443. DOI: 10.1080/19439962.2022.2076756
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Risk preference, risk perception as predictors of risky driving behaviors: the moderating effects of gender, age, and driving experience
Author: Jing, Linlin; Shan, Wei; Zhang, Yingyu
Journal: JOURNAL OF TRANSPORTATION SAFETY & SECURITY. 2023; Vol. 15, Issue 5, pp. 467-492. DOI: 10.1080/19439962.2022.2086953
