Traffic Incident Clearance Time Prediction and Influencing Factor Analysis Using Extreme Gradient Boosting Model

Traffic Incident Clearance Time Prediction and Influencing Factor Analysis Using Extreme Gradient Boosting Model

Accurate prediction and reliable significant factor analysis of incident clearance time are two main objects of traffic incident management (TIM) system, as it could help to relieve traffic congestion caused by traffic incidents. This study applies the extreme gradient boosting machine algorithm (XG...

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Bibliographic Details
Main Authors:	Jinjun Tang, Lanlan Zheng, Chunyang Han, Fang Liu, Jianming Cai
Format:	Article
Language:	English
Published:	Hindawi-Wiley 2020-01-01
Series:	Journal of Advanced Transportation
Online Access:	http://dx.doi.org/10.1155/2020/6401082

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