TrafficSCINet: An Adaptive Spatial-Temporal Graph Convolutional Network for Traffic Flow Forecasting

Author:

Gong Kai,Han Shiyuan,Yang Xiaohui,Yu Weiwei,Guan Yuanlin

Publisher

Springer Nature Singapore

Reference18 articles.

1. Corey, S., Minh, D.: Streets: A novel camera network dataset for traffic flow. In: Conference and Workshop on Neural Information Processing Systems, pp. 10242–10253, NeurIPS, Vancouver (2019)

2. Evangelia, C., Christina, I., Christina, M., et al.: Factors affecting bus bunching at the stop level: a geographically weighted regression approach. Int. J. Transport. Sci. Technol. 9(3), 207–217 (2020)

3. Guo, S.N., Lin, Y.F., Feng, N., et al.: Attention based spatial-temporal graph convolutional networks for traffic flow forecasting. In: AAAI Conference on Artificial Intelligence, pp. 922–929. AAAI, Hawaii (2019)

4. Li, Y.G., Yu, R., Shahabi, C., et al.: Diffusion convolutional recurrent neural network: Data-driven traffic forecasting. In: International Conference of Learning Representation, pp. 1–16. ICLR, Vancouver (2018)

5. Mohammed, S.A., Allen, R.C.: Analysis of freeway traffic time-series data by using Box-Jenkins techniques. Transport. Res. Record J. Transport. Res. Board 773(722), 1–9 (1979)

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