A review of incident prediction, resource allocation, and dispatch models for emergency management

A Mukhopadhyay, G Pettet, SM Vazirizade, D Lu… - Accident Analysis & …, 2022 - Elsevier
In the last fifty years, researchers have developed statistical, data-driven, analytical, and
algorithmic approaches for designing and improving emergency response management …

Discovering injury severity risk factors in automobile crashes: A hybrid explainable AI framework for decision support

M Amini, A Bagheri, D Delen - Reliability Engineering & System Safety, 2022 - Elsevier
Millions of car crashes occur annually in the US, leaving tens of thousands of deaths and
many more severe injuries. Thus, understanding the most impactful contributors to severe …

Effect of urban street trees on pedestrian safety: A micro-level pedestrian casualty model using multivariate Bayesian spatial approach

M Zhu, NN Sze, S Newnam - Accident Analysis & Prevention, 2022 - Elsevier
In the past decades, trees were considered roadside hazard. Street trees were removed to
provide clear zone and improve roadside safety. Nowadays, street trees are considered to …

[HTML][HTML] Predicting and analyzing road traffic injury severity using boosting-based ensemble learning models with SHAPley Additive exPlanations

S Dong, A Khattak, I Ullah, J Zhou… - International journal of …, 2022 - mdpi.com
Road traffic accidents are one of the world's most serious problems, as they result in
numerous fatalities and injuries, as well as economic losses each year. Assessing the …

Identification of traffic accident patterns via cluster analysis and test scenario development for autonomous vehicles

E Esenturk, AG Wallace, S Khastgir, P Jennings - IEEE Access, 2022 - ieeexplore.ieee.org
Increased safety is one of the main motivations for traffic research and planning. The
arduous task has two components:(i) improving the existing traffic policies based on a good …

[HTML][HTML] Effects of road network characteristics on bicycle safety: A multivariate Poisson-lognormal model

H Ding, NN Sze - Multimodal transportation, 2022 - Elsevier
Although cycling has benefits to environment and physical health, bicyclists are vulnerable
road users. Prior studies have identified the environment, traffic and road user factors that …

A comprehensive analysis on the effects of signal strategies, intersection geometry, and traffic operation factors on right-turn crashes at signalised intersections: An …

SM Islam, S Washington, J Kim, M Haque - Accident Analysis & Prevention, 2022 - Elsevier
Right-turn movements (equivalent to left turn movements for countries that drive on the right)
at intersections are among the most complex driving maneuvers and require a high level of …

Investigating risk factors associated with pedestrian crash occurrence and injury severity in Texas

M Rahman, KM Kockelman, KA Perrine - Traffic injury prevention, 2022 - Taylor & Francis
Objective This study investigates various risk factors associated with pedestrian crash
occurrence and injury severity based on 78,497 reported pedestrian-involved crashes …

Overcoming challenges in crash prediction modeling using discretized duration approach: An investigation of sampling approaches

D Thapa, R Paleti, S Mishra - Accident Analysis & Prevention, 2022 - Elsevier
Until recently, statistical approaches used for real-time crash prediction modeling were
limited to case-control design and “sampling of alternatives” approaches. A recent study has …

Double parking in New York city: a comparison between commercial vehicles and passenger vehicles

W Kim, X Wang - Transportation, 2022 - Springer
Commercial vehicles are more likely to park close to their destinations than passenger
vehicles even though sometimes parking violations are inevitable for their freight or service …