A systematic review of factors, data sources, and prediction techniques for earlier prediction of traffic collision using AI and machine Learning
N Niture, I Abdellatif - Multimedia Tools and Applications, 2024 - Springer
The prevalence of road traffic collisions is a pressing issue both worldwide and within the
United States. The consequences of these incidents are severe, resulting in loss of life …
United States. The consequences of these incidents are severe, resulting in loss of life …
Modeling and simulation of car accidents at a signalized intersection using cellular automata
In this paper, we propose a two-lane cellular automata model that explains the relationship
between traffic-related parameters and likelihood of accidents P ac at a signalized …
between traffic-related parameters and likelihood of accidents P ac at a signalized …
Spatial statistics and random forest approaches for traffic crash hot spot identification and prediction
Crash hot spot identification and prediction using spatial statistics and random forest
methods on the interstate of Michigan are evaluated. The Getis-Ord statistics are adopted to …
methods on the interstate of Michigan are evaluated. The Getis-Ord statistics are adopted to …
[HTML][HTML] Estimating real-time crash risk at signalized intersections: A Bayesian Generalized Extreme Value approach
The current reactive road safety assessment cannot assess real-time crash risk at signalized
intersections, and as such, the real-time risk mitigation strategies could not be developed …
intersections, and as such, the real-time risk mitigation strategies could not be developed …
Analyzing traffic conflicts and the behavior of motorcyclists at unsignalized three-legged and four-legged intersections in Cartagena, Colombia
H Ospina-Mateus, LQ Jiménez… - Accident Analysis & …, 2023 - Elsevier
Introduction The global motorcycle market has grown significantly, with over 770 million
vehicles estimated to be in use worldwide. Motorcycle-related road traffic deaths in low and …
vehicles estimated to be in use worldwide. Motorcycle-related road traffic deaths in low and …
Identifying unsafe locations for pedestrians in Konya with spatio-temporal analyses
A Bilim - Cities, 2025 - Elsevier
Identifying the locations of pedestrian crashes in cities contributes to the full implementation
of sustainable transportation for all road users. This study examines the pedestrian crash …
of sustainable transportation for all road users. This study examines the pedestrian crash …
Road accident hotspots on Jordan's highway based on geometric designs using structural equation modeling
SA Aldala'in, NS Abdul Sukor, MT Obaidat… - Applied Sciences, 2023 - mdpi.com
One of the primary objectives of transportation engineering is to increase the safety of road
infrastructure. This study seeks to determine the relationship between geometric design …
infrastructure. This study seeks to determine the relationship between geometric design …
[HTML][HTML] Community severance and health–A novel approach to measuring community severance and examining its impact on the health of adults in Great Britain
M Higgsmith, J Stockton, P Anciaes, S Scholes… - Journal of Transport & …, 2022 - Elsevier
Background Aspects of community severance (the separation of people from goods,
services, and each other by busy roads or other transport infrastructure) have been linked to …
services, and each other by busy roads or other transport infrastructure) have been linked to …
Comparison of e-scooter and bike users' behavior in mixed traffic
N Distefano, S Leonardi, M Kieć… - Transportation …, 2024 - journals.sagepub.com
This study aims to investigate the different behaviors with respect to safety measures related
to the interaction of e-scooters and bikes with cars in mixed traffic. E-scooters are relatively …
to the interaction of e-scooters and bikes with cars in mixed traffic. E-scooters are relatively …
Correlation analysis on accident injury and risky behavior of vulnerable road users based on Bayesian general ordinal logit model
Q Yuan, X Zhai, W Ji, T Yang, Y Yu, S Yu - Sustainability, 2022 - mdpi.com
Crashes involving vulnerable road users (VRUs) are types of traffic accidents which take up
a large proportion and cause lots of casualties. With methods of statistics and accident …
a large proportion and cause lots of casualties. With methods of statistics and accident …