A Traffic Flow Dependency and Dynamics based Deep Learning Aided Approach for Network-Wide Traffic Speed Propagation Prediction

Author:

Yang Hanyi,Du LiliORCID,Zhang GuohuiORCID,Ma TianweiORCID

Funder

National Science Foundation

Publisher

Elsevier BV

Subject

Management Science and Operations Research,Transportation,Civil and Structural Engineering

Reference55 articles.

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2. A graph CNN-LSTM neural network for short and long-term traffic forecasting based on trajectory data;Bogaerts;Transp. Res. Part C Emerg. Technol.,2020

3. An ensemble Kalman filtering approach to highway traffic estimation using GPS-enabled mobile devices;Work,2008

4. Weak formulation of boundary conditions for scalar conservation laws: An application to highway traffic modeling;Strub I;Int. J. Robust and Nonlinear Control: IFAC-Affiliated Journal,2006

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