Application Research of Support Vector Machines in Dynamical System State Forecasting

Author:

Wen Guangrui,Yin Jianan,Zhang Xining,Jin Ying

Publisher

Springer Berlin Heidelberg

Reference16 articles.

1. Mukherjee, S., Osuna, E., Girosi, F.: Nonlinear Prediction of Chaotic Time Series Using Support Vector Machines. In: NNSP 1997: Neural Networks for Signal Processing VII: Proceedings of the IEEE Signal Processing Society Workshop, Amelia Island, FL, USA, pp. 511–520 (1997)

2. Muller, K.R., Smola, A.J., Ratsch, G., Scholkopf, B., Kohlmorgen, J.: Using Support Vector Machines for Time Series Prediction. In: Advances in Kernel Methods—Support Vector Learning, pp. 243–254. MIT Press, Cambridge (1999)

3. Muller, K.R., Smola, J.A., Ratsch, G., Scholkopf, B., Kohlmorgen, J., Vapnik, V.N.: Predicting Time Series with Support Vector Machines. In: Proceedings of the Seventh International Conference on Artificial Neural Networks, Lausanne, Switzerland, pp. 999–1004 (1997)

4. Cristianini, N., Taylor, J.S.: An Introduction to Support Vector Machines and Other Kernel-Based Learning Methods. Cambridge University Press, New York (2000)

5. Vapnik, V.N.: An Overview of Statistical Learning Theory. IEEE Trans. Neural Networks 10(5), 988–999 (1999)

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