Modelling injury severity of bicyclists in bicycle-car crashes at intersections

S Bahrololoom, W Young, D Logan - Accident analysis & prevention, 2020 - Elsevier
Bicyclists are vulnerable road users as they are not protected during a road collision.
Although numerous studies have been conducted to understand the parameters contributing …

Unexpected collision avoidance driving strategy using deep reinforcement learning

M Kim, S Lee, J Lim, J Choi, SG Kang - IEEE Access, 2020 - ieeexplore.ieee.org
In this paper, we generated intelligent self-driving policies that minimize the injury severity in
unexpected traffic signal violation scenarios at an intersection using the deep reinforcement …

Injury severity prediction from two-vehicle crash mechanisms with machine learning and ensemble models

A Ji, D Levinson - IEEE Open Journal of Intelligent …, 2020 - ieeexplore.ieee.org
Machine learning algorithms aim to improve the power of predictors over conventional
regression models. This study aims to tap the predictive potential of crash mechanism …

An ensemble of multiple boosting methods based on classifier-specific soft voting for intelligent vehicle crash injury severity prediction

L Liu, X Zhang, Y Liu, W Zhu… - 2020 ieee sixth …, 2020 - ieeexplore.ieee.org
To mitigate the crash injury severity of intelligent vehicles when faced with an emergency, it
is critical to build an applicable crash injury severity model. An ensemble model (CSSV …

Approximation framework of embodied energy of safety: insights and analysis

Z Zhong, L Zhu, S Young - Energies, 2020 - mdpi.com
Transportation safety, as a critical component of an efficient and reliable transportation
system, has been extensively studied with respect to societal economic impacts by …

A new traffic conflict measure for electric bicycles at intersections

Z Wu, X Zeng, L Wang - Promet-Traffic&Transportation, 2020 - hrcak.srce.hr
Sažetak As electric bicycles (e-bikes) are becoming popular in China, concerns have been
raised about their safety conditions. A traffic conflict technique is commonly used in traffic …

Identification Of Failure-Caused Traffic Conflicts in Tracking Systems: A General Framework

C Lizarazo - 2020 - search.proquest.com
Proactive evaluation of road safety is one of the most important objectives of transportation
engineers. While current practice typically relies on crash-based analysis after the fact to …

Analysis of stress simulation: a case study for the evaluation of a homologation test procedure for the design of rear underrun protection

CA Durán Parada - 2020 - repositorio.upct.es
Accidents between a passenger vehicle and a heavy weight vehicle (HWV) stand out as one
of the most dangerous ones. These often result in fatal injuries or the death of the …

[HTML][HTML] IDENTIFICATION OF FAILURE-CAUSED TRAFFIC CONFLICTS IN TRACKING SYSTEMS: A GENERAL FRAMEWORK

CL Jimenez - 2020 - hammer.purdue.edu
Proactive evaluation of road safety is one of the most important objectives of transportation
engineers. While current practice typically relies on crash-based analysis after the fact to …

[PDF][PDF] Severity Analysis of Crashes Using Structural Equation Modeling

I Gharraie - 2020 - harvest.usask.ca
Population growth, increased travel demand and, consequently, increased motor vehicle
use has led to concerns about road safety in today's society. In transportation engineering …