Identify Risk Pattern of E-Bike Riders in China Based on Machine Learning Framework

In this paper, the risk pattern of e-bike riders in China was examined, based on tree-structured machine learning techniques. Three-year crash/violation data were acquired from the Kunshan traffic police department, China. Firstly, high-risk (HR) electric bicycle (e-bike) riders were defined as thos...

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Bibliographic Details
Main Authors: Chen Wang, Siyuan Kou, Yaochao Song
Format: Article
Language:English
Published: MDPI AG 2019-11-01
Series:Entropy
Subjects:
Online Access:https://www.mdpi.com/1099-4300/21/11/1084