Exploring the Mechanism of Crashes with Autonomous Vehicles Using Machine Learning

The safety issue has become a critical obstacle that cannot be ignored in the marketization of autonomous vehicles (AVs). The objective of this study is to explore the mechanism of AV-involved crashes and analyze the impact of each feature on crash severity. We use the Apriori algorithm to explore t...

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Bibliographic Details
Main Authors: Hengrui Chen, Hong Chen, Ruiyu Zhou, Zhizhen Liu, Xiaoke Sun
Format: Article
Language:English
Published: Hindawi Limited 2021-01-01
Series:Mathematical Problems in Engineering
Online Access:http://dx.doi.org/10.1155/2021/5524356