A gradient boosting method to improve travel time prediction

Author:

Zhang Yanru,Haghani Ali

Publisher

Elsevier BV

Subject

Computer Science Applications,Transportation,Automotive Engineering,Civil and Structural Engineering

Reference50 articles.

1. Application of stochastic gradient boosting technique to enhance reliability of real-time risk assessment;Ahmed;Transp. Res. Rec.: J. Transp. Res. Board,2013

2. Ali Haghani, M.H., Kaveh Farokhi Sadabadi, 2010. Estimation of Travel Times for Multiple TMC Segments. Available: http://www.i95coalition.org/i95/Portals/0/Public_Files/uploaded/Vehicle-Probe/I-95%20CC-Estimation%20of%20Travel%20Times%20for%20Multiple%20TMC%20Segments%20-%20FINAL2.pdf.

3. Shape quantization and recognition with randomized trees;Amit;Neural Comput.,1997

4. Dynamic data-driven local traffic state estimation and prediction;Antoniou;Transp. Res. Part C: Emerg. Technol.,2013

5. Classification and Regression Trees;Breiman,1984

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