A deep multivariate time series multistep forecasting network
Author:
Funder
National Key R&D Program of China
National Natural Science Foundation of China
Publisher
Springer Science and Business Media LLC
Subject
Artificial Intelligence
Link
https://link.springer.com/content/pdf/10.1007/s10489-021-02899-x.pdf
Reference37 articles.
1. Utlaut TL (2008) Introduction to time series analysis and forecasting. J Qual Technol 40(4):476–478
2. Fu TC (2011) A review on time series data mining. Eng Appl Artif Intell 24(1):164–181
3. Che Z, Purushotham S, Cho K, Sontag D, Liu YJSR (2018) Recurrent neural networks for multivariate time series with missing values. Sci Rep 8(1):6085
4. Aguilera AM, Escabias M, Valderrama MJ (2008) Forecasting binary longitudinal data by a functional PC-ARIMA model. Comput Stat Data Anal 52(6):3187–3197
5. Rubio G, Pomares H, Rojas I, Herrera LJ (2011) A heuristic method for parameter selection in LS-SVM: Application to time series prediction - ScienceDirect. Int J Forecast 27(3):725–739
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