Shareable Driving Style Learning and Analysis With a Hierarchical Latent Model

C Zhang, W Wang, Z Chen, J Zhang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Driving style is usually used to characterize driving behavior for a driver or a group of
drivers. However, it remains unclear how one individual's driving style shares certain …

Modeling the impact of driving aggression on lane change performance measures: steering compensatory behavior, lane change execution duration and crash …

A Adavikottu, NR Velaga - Transportation research part F: traffic psychology …, 2024 - Elsevier
The current study aimed to investigate the influence of driving aggression on lane change
behavior. Drivers belonging to three levels of aggressive driving styles (aggressive …

Self-perception versus objective driving behavior: Subject study of lateral vehicle guidance

J Haselberger, B Schick, S Müller - arXiv preprint arXiv:2402.13104, 2024 - arxiv.org
Advancements in technology are steering attention toward creating comfortable and
acceptable driving characteristics in autonomous vehicles. Ensuring a safe and comfortable …

Understanding Human-machine Cooperation in Game-theoretical Driving Scenarios amid Mixed Traffic

Y Zhang, E Awad, MR Frank, P Liu, N Du - Proceedings of the CHI …, 2024 - dl.acm.org
Introducing automated vehicles (AVs) on roads may challenge established norms as drivers
of human-driven vehicles (HVs) interact with AVs. Our study explored drivers' decisions in …

Evaluation of Preferred Automated Driving Patterns Based on a Driving Propensity Using Fuzzy Inference System

S Hwang, D Lee - Journal of Advanced Transportation, 2024 - Wiley Online Library
With the rapid advancements in automated driving technologies, there is a growing demand
for the commercialization of advanced automated vehicles. Through these technologies, we …

Analysing The Role of Driver Behaviors in Road Traffic Accidents: An Application of Machine Learning

K Mahmood, T Bashir, HM Rehman… - International …, 2024 - e-journal.uum.edu.my
INTERNATIONAL JOURNAL OF MANAGEMENT STUDIES Page 1 269 International Journal of
Management Studies, 31, No. 1 (January) 2024, pp: 269-298 Mahmood, K., Bashir, T., Rehman …

Understand Driving Behaviors Based on Comprehensive Grading System and Unsupervised Learning

B Guo, J Hansen - 2024 - sae.org
Understanding driving behavior is crucial for enhancing traffic safety. While previous studies
have primarily explored driving behavior using either statistical or machine learning …