Urban road traffic flow prediction: A graph convolutional network embedded with wavelet decomposition and attention mechanism

Author:

Zheng Yan,Wang Shengyou,Dong Chunjiao,Li Wenquan,Zheng WenORCID,Yu Jingcai

Funder

National Key Research and Development Program of China

Ministry of Science and Technology of the People's Republic of China

Publisher

Elsevier BV

Subject

Statistical and Nonlinear Physics,Statistics and Probability

Reference32 articles.

1. Short-term prediction of lane-level traffic speeds: A fusion deep learning model;Gu;Transp. Res. C Emerg. Technol.,2019

2. Wavelet neural network with improved genetic algorithm for traffic flow time series prediction;Yang;Optik,2016

3. A hybrid deep learning model with 1DCNN-LSTM-attention networks for short-term traffic flow prediction;Wang;Phys. A Stat. Mech. Appl.,2021

4. A novel work zone short-term vehicle-type specific traffic speed prediction model through the hybrid EMD-ARIMA framework;Wang;Transp. B Transp. Dyn.,2016

5. Combining Kohonen maps with arima time series models to forecast traffic flow;vanderVoort;Transp. Res. C Emerg. Technol.,1996

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