An Approach to Truck Driving Risk Identification: A Machine Learning Method Based on Optuna Optimization

In order to provide safe development of road freight traffic, this paper proposes a truck driving risk identification method based on Optuna optimization of machine learning model. First, the risk characterization indicators were extracted from the natural driving data of trucks, and the threshold v...

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Bibliographic Details
Main Authors: Zhaofei Wang, Hao Li, Qiuping Wang
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10909099/
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