A Crash Prediction Method Based on Artificial Intelligence Techniques and Driving Behavior Event Data

A Crash Prediction Method Based on Artificial Intelligence Techniques and Driving Behavior Event Data

Various studies on how to prevent and deal with traffic accidents are ongoing. In the past, the key research emphasis was on passive accident response measures that analyzed roadway-based historical data to identify road sections with high crash risk. Through assessing crash risks by analyzing simul...

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Bibliographic Details
Main Authors: Yunjong Kim, Juneyoung Park, Cheol Oh
Format: Article
Language:English
Published: MDPI AG 2021-05-01
Series:Sustainability
Subjects:
crash risk
driving behavior event data
ensemble
gradient boosting
safety indicators
Online Access:https://www.mdpi.com/2071-1050/13/11/6102

Internet

https://www.mdpi.com/2071-1050/13/11/6102

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