Prediction of Chaotic Time Series Based on Multi-scale Gaussian Processes

Author:

Zhou Yatong,Zhang Taiyi,Li Xiaohe

Publisher

Springer Berlin Heidelberg

Reference9 articles.

1. Bakker, R., Schouten, J.C., Giles, C.L.: Learning chaotic attractors by neural networks. Neural Compuation 12, 2355–2383 (2000)

2. Leung, H., Titus, L., Wang, S.C.: Prediction of noisy chaotic time series using an optimal radial basis function neural network. IEEE Trans. Neural Networks 12, 1163–1172 (2001)

3. Müller, K.R., Smola, A.J., Rätsch, G.: Using support vector machines for time series predicting. In: Proc. of Int. Conf. Artifical Neural Networks, pp. 999–1004. Springer, Heidelberg (1997)

4. Williams, C.K.I., Rasmussen, C.E.: Gaussian processes for regression. In: Advances in Neural Information Processing Systems 8 (NIPS), pp. 598–604. MIT Press, Cambridge (1996)

5. Lecture Notes in Computer Science;D.J.C. Mackay,1997

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