Crash/Near-Crash Analysis of Naturalistic Driving Data Using Association Rule Mining

Crash/Near-Crash Analysis of Naturalistic Driving Data Using Association Rule Mining

This study explores the associations between crash/near-crash (C/NC) events and roadway, driver-related, and environmental factors in naturalistic driving studies (NDS). We used the Naturalistic Engagement in Secondary Tasks (NEST) dataset, which is massive and detailed and contains 50 million miles...

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Bibliographic Details
Main Authors: Yansong Qu, Zhenlong Li, Qin Liu, Mengniu Pan, Zihao Zhang
Format: Article
Language:English
Published: Wiley 2022-01-01
Series:Journal of Advanced Transportation
Online Access:http://dx.doi.org/10.1155/2022/6562649
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