BasicTS: An Open Source Fair Multivariate Time Series Prediction Benchmark

Author:

Liang Yubo,Shao Zezhi,Wang Fei,Zhang Zhao,Sun Tao,Xu Yongjun

Publisher

Springer International Publishing

Reference21 articles.

1. Cao, D., et al.: Spectral temporal graph neural network for multivariate time-series forecasting. In: Advances in Neural Information Processing Systems, vol. 33, pp. 17766–17778 (2020)

2. Li, M., Zhu, Z.: Spatial-temporal fusion graph neural networks for traffic flow forecasting. In: Proceedings of the AAAI Conference on Artificial Intelligence, vol. 35, pp. 4189–4196 (2021)

3. Li, Y., Yu, R., Shahabi, C., Liu, Y.: Diffusion convolutional recurrent neural network: data-driven traffic forecasting. arXiv preprint arXiv:1707.01926 (2017)

4. Wu, Z., Pan, S., Long, G., Jiang, J., Zhang, C.: Graph wavenet for deep spatial-temporal graph modeling. arXiv preprint arXiv:1906.00121 (2019)

5. Shang, C., Chen, J., Bi, J.: Discrete graph structure learning for forecasting multiple time series. arXiv preprint arXiv:2101.06861 (2021)

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