Analyzing driver behavior under naturalistic driving conditions: A review
H Singh, A Kathuria - Accident Analysis & Prevention, 2021 - Elsevier
For a decade, researchers working in the area of road safety have started exploring the use
of driving behavior data for a better understanding of the causes related to road accidents. A …
of driving behavior data for a better understanding of the causes related to road accidents. A …
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 …
driving style and, on this basis, review the state-of-the-art research on driving styles in …
Innovative motor insurance schemes: A review of current practices and emerging challenges
The objective of this paper is to provide a review of the most popular and often implemented
methodologies related to Usage-based motor insurance (UBI). UBI schemes, such as Pay …
methodologies related to Usage-based motor insurance (UBI). UBI schemes, such as Pay …
A comprehensive review of driver behavior analysis utilizing smartphones
Human factors are the primary catalyst for traffic accidents. Among different factors, fatigue,
distraction, drunkenness, and/or recklessness are the most common types of abnormal …
distraction, drunkenness, and/or recklessness are the most common types of abnormal …
A data-driven method for energy consumption prediction and energy-efficient routing of electric vehicles in real-world conditions
Limited driving range remains one of the barriers for widespread adoption of electric
vehicles (EVs). To address the problem of range anxiety, this paper presents an energy …
vehicles (EVs). To address the problem of range anxiety, this paper presents an energy …
Profiling drivers to assess safe and eco-driving behavior–A systematic review of naturalistic driving studies
H Singh, A Kathuria - Accident Analysis & Prevention, 2021 - Elsevier
Road accidents and vehicular emissions are two significant issues related to road
transportation, affecting both human life and the environment. Prior research suggests that …
transportation, affecting both human life and the environment. Prior research suggests that …
Analysis of commercial truck drivers' potentially dangerous driving behaviors based on 11-month digital tachograph data and multilevel modeling approach
This study analyzed the potentially dangerous driving behaviors of commercial truck drivers
from both macro and micro perspectives. The analysis was based on digital tachograph data …
from both macro and micro perspectives. The analysis was based on digital tachograph data …
Driver profile and driving pattern recognition for road safety assessment: Main challenges and future directions
DI Tselentis, E Papadimitriou - IEEE Open Journal of Intelligent …, 2023 - ieeexplore.ieee.org
This study reviews the Artificial Intelligence and Machine Learning approaches developed
thus far for driver profile and driving pattern recognition, representing a set of macroscopic …
thus far for driver profile and driving pattern recognition, representing a set of macroscopic …
A conflict-based safety assessment technique for rear-end crash risk at signalized intersections in a lower-middle-income country: A comparison between …
Rear-end crashes at signalized intersections are attributed to different traffic behavior and
operational characteristics. However, the influences of homogenous traffic conditions in …
operational characteristics. However, the influences of homogenous traffic conditions in …
Evaluation of contributing factors affecting number of vehicles involved in crashes using machine learning techniques in rural roads of Cosenza, Italy
G Guido, S Shaffiee Haghshenas… - Safety, 2022 - mdpi.com
The evaluation of road safety is a critical issue having to be conducted for successful safety
management in road transport systems, whereas safety management is considered in road …
management in road transport systems, whereas safety management is considered in road …