Time series forecasting based on echo state network and empirical wavelet transformation
Author:
Publisher
Elsevier BV
Subject
Software
Reference45 articles.
1. Harnessing nonlinearity: Predicting chaotic systems and saving energy in wireless communication;Jaeger;Science,2004
2. Prediction of multivariate time series based on reservoir principal component analysis;Han;Control Decis.,2009
3. Laplacian echo state network for multivariate time series prediction;Han;IEEE Trans. Neural Netw. Learn. Syst.,2017
4. Short-term stock price prediction based on echo state networks;Lin;Expert Syst. Appl.,2009
5. Support vector echo-state machine for chaotic time-series prediction;Shi;IEEE Trans. Neural Netw.,2007
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