Driver behavior classification: A systematic literature review

S Bouhsissin, N Sael, F Benabbou - IEEE Access, 2023 - ieeexplore.ieee.org
Driver behavior is receiving increasing attention because of the staggering number of road
accidents. Many road safety reports regard human behavior as the most important factor in …

Overtaking maneuvers on two-lane highways under the microscope: Exploration of a multidimensional framework for the analysis of safety, comfort and efficiency …

R Zhang, B Qiong, K Brijs, E Hermans, Q Qu… - Accident Analysis & …, 2024 - Elsevier
An unreasonable overtaking attempt on two-lane highways could cause drivers to suffer in
terms of driving safety, comfort, and efficiency. Several external factors related to the traffic …

Which factors are most relevant to drivers' overtaking choices at two-lane highways: A comparative analysis between questionnaire surveys and driving simulation

M Gao, Y Zhao, Y Shen, X Yu, S Gou, Q Bao - Transportation research part …, 2023 - Elsevier
Overtaking at two-lane highways is a common but risky driving behavior, and various factors
may influence drivers' overtaking choices. In this study, we adopted both the questionnaire …

A bee colony optimization (BCO) and type-2 fuzzy approach to measuring the impact of speed perception on motor vehicle crash involvement

M Čubranić-Dobrodolac, L Švadlenka, S Čičević… - Soft Computing, 2022 - Springer
The major challenge of this paper is to examine how various forms of speed perception
affect motor vehicle crash (MVC) involvement. To model this relationship, we use a type-2 …

Region-aware hierarchical graph contrastive learning for ride-hailing driver profiling

K Chen, J Han, S Feng, M Zhu, H Yang - Transportation Research Part C …, 2023 - Elsevier
Driver profiling, which is the process of extracting driver preferences and behavioral patterns
from collected driving data, can be performed on a microscopic or macroscopic scale …

[HTML][HTML] Effects of Fog in a Brazilian Road Segment Analyzed by a Driving Simulator for Sustainable Transport: Drivers' Visual Profile

F Calsavara, FI Kabbach Junior, APC Larocca - Sustainability, 2021 - mdpi.com
Visibility is a critical factor for drivers to perceive roadway information, and fog is an
inclement weather condition that directly impacts their vision, since it reduces both overall …

Calculating driving behaviour score based on driving background

N Nadimi, E Sheikh Hosseini Lori, A Arun… - International Journal of …, 2024 - Springer
Improving driving behaviour can be a fruitful intervention to improve traffic safety. This paper
proposes a method to determine a driving behaviour score (DBS) for each driver based on …

Survival analysis of the unsafe behaviors leading to urban expressway crashes

N Hua**g, Y Yu, L Bai - PLoS one, 2022 - journals.plos.org
A common cause of vehicle crashes on urban expressways lies in the unsafe behaviors of
drivers. This study focused on analyzing the influence of various unsafe behaviors on crash …

Driving pattern interpretation based on action phases clustering

X Yao, SC Calvert, SP Hoogendoorn - arxiv preprint arxiv:2407.17518, 2024 - arxiv.org
Current approaches to identifying driving heterogeneity face challenges in comprehending
fundamental patterns from the perspective of underlying driving behavior mechanisms. The …

[HTML][HTML] Effects of fog in a Brazilian road segment analyzed by a driving simulator for sustainable transport: drivers' speed profile under in-vehicle warning systems

F Calsavara, FI Kabbach Jr, APC Larocca - Sustainability, 2021 - mdpi.com
Intelligent transport systems enable vehicles to communicate with each other and with the
environment, ensuring road safety. Their implementation can help reduce the number of …