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Analysis of the injury severity of motor vehicle–pedestrian crashes at urban intersections using spatiotemporal logistic regression models
This paper conducted a comprehensive study on the injury severity of motor vehicle–
pedestrian crashes at 489 urban intersections across a dense road network based on high …
pedestrian crashes at 489 urban intersections across a dense road network based on high …
[HTML][HTML] Vehicle Lane Change Models—A Historical Review
X Liu, L Hong, Y Lin - Applied Sciences, 2023 - mdpi.com
Lane changing is a complex operation that has a significant impact on traffic safety. The
accurate identification and assessment of potential risks in the driving environment before …
accurate identification and assessment of potential risks in the driving environment before …
Modeling the impact of driving aggression on lane change performance measures: steering compensatory behavior, lane change execution duration and crash …
The current study aimed to investigate the influence of driving aggression on lane change
behavior. Drivers belonging to three levels of aggressive driving styles (aggressive …
behavior. Drivers belonging to three levels of aggressive driving styles (aggressive …
Traffic accident severity prediction with ensemble learning methods
In this study, decision tree-based models are proposed for classification of traffic accident
severity. Traffic accident severity is classified into three categories. The data set used in the …
severity. Traffic accident severity is classified into three categories. The data set used in the …
[HTML][HTML] Analysis of factors that influence injury severity of single and multivehicle crashes involving at-fault older drivers: A random parameters logit with heterogeneity …
The number of older drivers on our roads have been increasing given the upward shift of
older people in the population. It is well-known that older drivers are more susceptible to …
older people in the population. It is well-known that older drivers are more susceptible to …
Investigating older driver crashes on high-speed roadway segments: a hybrid approach with extreme gradient boosting and random parameter model
Older drivers are often more susceptible to crashes due to age-related physical and
cognitive limitations, particularly in complex driving environments. Considering the limited …
cognitive limitations, particularly in complex driving environments. Considering the limited …
Exploring spatial heterogeneity in factors associated with injury severity in speeding-related crashes: An integrated machine learning and spatial modeling approach
Speeding, a risky act of driving a vehicle at a speed exceeding the posted limit, has
consistently emerged as a leading contributor to traffic fatalities. Identifying the risk factors …
consistently emerged as a leading contributor to traffic fatalities. Identifying the risk factors …
Unobserved heterogeneity in ramp crashes due to alignment, interchange geometry and truck volume: Insights from a random parameter model
This paper presents a negative binomial random parameter model with heterogeneity in
means and variance to capture the effect of heterogeneous effect of ramp type, alignment …
means and variance to capture the effect of heterogeneous effect of ramp type, alignment …
Analysis and prediction of intersection traffic violations using automated enforcement system data
The automated enforcement system (AES) is an effective way of supplementing traditional
traffic enforcement, and the traffic violation data from AES can also be effectively used for …
traffic enforcement, and the traffic violation data from AES can also be effectively used for …
A Novel Dynamic Lane‐Changing Trajectory Planning Model for Automated Vehicles Based on Reinforcement Learning
C Yu, A Ni, J Luo, J Wang, C Zhang… - Journal of advanced …, 2022 - Wiley Online Library
Lane changing behavior has a significant impact on traffic efficiency and may lead to traffic
delays or even accidents. It is important to plan a safe and efficient lane‐changing trajectory …
delays or even accidents. It is important to plan a safe and efficient lane‐changing trajectory …