Analysis of mobile phone use engagement during naturalistic driving through explainable imbalanced machine learning
While driver distraction remains an issue in modernized societies, technological
advancements in data collection, storage and analysis provide the means for deeper …
advancements in data collection, storage and analysis provide the means for deeper …
Monitoring distracted driving behaviours with smartphones: an extended systematic literature review
Driver behaviour monitoring is a broad area of research, with a variety of methods and
approaches. Distraction from the use of electronic devices, such as smartphones for texting …
approaches. Distraction from the use of electronic devices, such as smartphones for texting …
Prediction of dangerous driving behavior based on vehicle motion state and passenger feeling using Cloud Model and Elman Neural Network
Dangerous driving behavior is the leading factor of road traffic accidents; therefore, how to
predict dangerous driving behavior quickly, accurately, and robustly has been an active …
predict dangerous driving behavior quickly, accurately, and robustly has been an active …
Distracted driver monitoring with smartphones: A preliminary literature review
Distracted driving is known to be one of the leading causes of vehicle accidents. With the
increase in the number of sensors available within vehicles, there exists an abundance of …
increase in the number of sensors available within vehicles, there exists an abundance of …
Machine learning to classify driving events using mobile phone sensors data
With the ever-increasing vehicle population and introduction of autonomous and self-driving
cars, innovative research is needed to ensure safety and reliability on the road. This work …
cars, innovative research is needed to ensure safety and reliability on the road. This work …
[PDF][PDF] Embedded machine learning-based road conditions and driving behavior monitoring.
B Mosleh, J Hamdan, BH Sababha… - International Journal of …, 2024 - researchgate.net
Car accident rates have increased in recent years, resulting in losses in human lives,
properties, and other financial costs. An embedded machine learning-based system is …
properties, and other financial costs. An embedded machine learning-based system is …