Preventing Road Accidents Through Early Detection of Driver Behavior Using Smartphone Motion Sensor Data: An Ensemble Feature Engineering Approach

Preventing Road Accidents Through Early Detection of Driver Behavior Using Smartphone Motion Sensor Data: An Ensemble Feature Engineering Approach

Driver behavior refers to the actions and attitudes of individuals behind the wheel of a vehicle. Poor driving behavior can have serious consequences, including accidents, injuries, and fatalities. One of the main disadvantages of poor driving behavior is the increased risk of road accidents, higher...

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Bibliographic Details
Main Authors: Ali Raza, Iqra Akhtar, Laith Abualigah, Raed Abu Zitar, Mohamed Sharaf, Mohammad SH. Daoud, Heming Jia
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Machine learning
driver behavior
sensor data
feature engineering
ensemble learning
Online Access:https://ieeexplore.ieee.org/document/10347206/

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