[HTML][HTML] Current understanding of the effects of congestion on traffic accidents

AE Retallack, B Ostendorf - … journal of environmental research and public …, 2019 - mdpi.com
Traffic accidents impart both economic and social costs upon communities around the world,
hence the desire for accident rates to be reduced. For this reduction to occur, the factors …

Modeling severity of motorcycle crashes with Dirichlet process priors

AE Kitali, E Kidando, P Alluri, T Sando… - … of Transportation Safety …, 2022 - Taylor & Francis
Motorcycles are becoming increasingly popular, especially in developing countries. This
increasing exposure, combined with the fact that they most likely result in injury crashes …

Prediction of vehicle occupants injury at signalized intersections using real-time traffic and signal data

E Kidando, AE Kitali, B Kutela, M Ghorbanzadeh… - Accident Analysis & …, 2021 - Elsevier
Intersections are among the most dangerous roadway facilities due to the existence of
complex movements of traffic. Most of the previous intersection safety studies are conducted …

Predicting the use frequency of ride-sourcing by off-campus university students through random forest and Bayesian network techniques

M Aghaabbasi, ZA Shekari, MZ Shah… - … Research Part A: Policy …, 2020 - Elsevier
This study used a survey technique to investigate factors that motivate the adoption and the
usage frequency of ride-sourcing among students in a Malaysia public university. Two of the …

A hybrid machine learning model for predicting real-time secondary crash likelihood

P Li, M Abdel-Aty - Accident Analysis & Prevention, 2022 - Elsevier
Secondary crashes usually occur within the spatio-temporal impact ranges of primary
crashes, which could cause traffic disturbance and increase traffic safety problems …

Analyzing the transition from two-vehicle collisions to chain reaction crashes: A hybrid approach using random parameters logit model, interpretable machine learning …

SA Samerei, K Aghabayk - Accident Analysis & Prevention, 2024 - Elsevier
Chain reaction crashes (CRC) begin with a two-vehicle collision and rapidly intensify as
more vehicles get directly involved. CRCs result in more extensive damage compared to two …

Safety performance assessment of connected vehicles in mitigating the risk of secondary crashes: A driving simulator study

SM Gaweesh, A Khoda Bakhshi… - Transportation …, 2021 - journals.sagepub.com
Traffic crashes can be divided into primary and secondary crashes. Secondary crashes
occur as a consequence of primary crashes within their spatiotemporal distances …

Spatial and temporal prediction of secondary crashes combining stacked sparse auto-encoder and long short-term memory

H Li, Q Gao, Z Zhang, Y Zhang, G Ren - Accident Analysis & Prevention, 2023 - Elsevier
Secondary crashes occur within the spatial and temporal impact area of primary crashes,
resulting in traffic delays and safety problems. While most existing studies focus on the …

[HTML][HTML] Analyzing pile-up crash severity: Insights from real-time traffic and environmental factors using ensemble machine learning and shapley additive explanations …

SA Samerei, K Aghabayk, A Montella - Safety, 2024 - mdpi.com
Pile-up (PU) crashes, which involve multiple collisions between more than two vehicles
within a brief timeframe, carry substantial consequences, including fatalities and significant …

Jointly analyzing freeway primary and secondary crash severity using a copula-based approach

H Huang, X Ding, C Yuan, X Liu, J Tang - Accident Analysis & Prevention, 2023 - Elsevier
A copula-based model is developed in this study to jointly model the severity of freeway
primary crashes and secondary crashes. The copula-based model can concurrently account …