Developing a Travel Time Estimation Method of Freeway Based on Floating Car Using Random Forests

Travel time of traffic flow is the basis of traffic guidance. To improve the estimation accuracy, a travel time estimation model based on Random Forests is proposed. 7 influence variables are viewed as candidates in this paper. Data obtained from VISSIM simulation are used to verify the model. Diffe...

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Bibliographic Details
Main Authors: Juan Cheng, Gen Li, Xianhua Chen
Format: Article
Language:English
Published: Hindawi-Wiley 2019-01-01
Series:Journal of Advanced Transportation
Online Access:http://dx.doi.org/10.1155/2019/8582761