DAGAN:Generative Adversarial Network with Dual Attention-Enhanced GRU for Multivariate Time Series Imputation

Author:

Song Hongtao,Fang Xiangran,Lu Dan,Han Qilong

Publisher

Springer Nature Singapore

Reference28 articles.

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3. Che, Z., Purushotham, S., Cho, K., Sontag, D., Liu, Y.: Recurrent neural networks for multivariate time series with missing values. Sci. Rep. 8(1), 6085 (2018)

4. Du, W., Côté, D., Liu, Y.: Saits: self-attention-based imputation for time series. Expert Syst. Appl. 219, 119619 (2023)

5. Feng, F., Chen, H., He, X., Ding, J., Sun, M., Chua, T.S.: Enhancing stock movement prediction with adversarial training. arXiv preprint arXiv:1810.09936 (2018)

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