A review of research on driving styles and road safety

F Sagberg, Selpi, GF Bianchi Piccinini… - Human …, 2015 - journals.sagepub.com
Objective: The aim of this study was to outline a conceptual framework for understanding
driving style and, on this basis, review the state-of-the-art research on driving styles in …

The application of machine learning techniques for driving behavior analysis: A conceptual framework and a systematic literature review

ZE Abou Elassad, H Mousannif… - … Applications of Artificial …, 2020 - Elsevier
Driving Behavior (DB) is a complex concept describing how the driver operates the vehicle
in the context of the driving scene and surrounding environment. Recently, DB assessment …

Perceptions of autonomous vehicles: Relationships with road users, risk, gender and age

LM Hulse, H Xie, ER Galea - Safety science, 2018 - Elsevier
Fully automated self-driving cars, with expected benefits including improved road safety, are
closer to becoming a reality. Thus, attention has turned to gauging public perceptions of …

Human factors contributing to the road traffic accident occurrence

K Bucsuházy, E Matuchová, R Zůvala… - Transportation research …, 2020 - Elsevier
Abstract Analysis of accident causation does not allow to clearly determine the influence of
one specific cause. Traffic accident has been a result of many interacting factors. Most of …

Classifying travelers' driving style using basic safety messages generated by connected vehicles: Application of unsupervised machine learning

A Mohammadnazar, R Arvin, AJ Khattak - Transportation research part C …, 2021 - Elsevier
Driving style can substantially impact mobility, safety, energy consumption, and vehicle
emissions. While a range of methods has been used in the past for driving style …

Learning driving styles for autonomous vehicles from demonstration

M Kuderer, S Gulati, W Burgard - 2015 IEEE international …, 2015 - ieeexplore.ieee.org
It is expected that autonomous vehicles capable of driving without human supervision will be
released to market within the next decade. For user acceptance, such vehicles should not …

Comfort in automated driving: An analysis of preferences for different automated driving styles and their dependence on personality traits

H Bellem, B Thiel, M Schrauf, JF Krems - Transportation research part F …, 2018 - Elsevier
As technical realization of highly and fully automated vehicles draws closer, attention is
being shifted from sheer feasibility to the question of how an acceptable driving style and …

A proactive crash risk prediction framework for lane-changing behavior incorporating individual driving styles

Y Zhang, Y Chen, X Gu, NN Sze, J Huang - Accident Analysis & Prevention, 2023 - Elsevier
Driving style may have an important effect on traffic safety. Proactive crash risk prediction for
lane-changing behaviors incorporating individual driving styles can help drivers make safe …

[HTML][HTML] Crash risk by driver age, gender, and time of day using a new exposure methodology

S Regev, JJ Rolison, S Moutari - Journal of safety research, 2018 - Elsevier
Introduction: Concerns have been raised that the nonlinear relation between crashes and
travel exposure invalidates the conventional use of crash rates to control for exposure. A …

How did the COVID-19 pandemic affect road crashes and crash outcomes in Alabama?

EK Adanu, D Brown, S Jones, A Parrish - Accident Analysis & Prevention, 2021 - Elsevier
With the rising number of cases and deaths from the COVID-19 pandemic, nations and local
governments, including many across the US, imposed travel restrictions on their citizens …