A multiple-kernel support vector regression approach for stock market price forecasting

Author:

Yeh Chi-Yuan,Huang Chi-Wei,Lee Shie-Jue

Publisher

Elsevier BV

Subject

Artificial Intelligence,Computer Science Applications,General Engineering

Reference42 articles.

1. Bach, F. R., Lanckriet, G. R. G., & Jordan, M. I. (2004). Multiple kernel learning, conic duality, and the SMO algorithm. In: Proceedings of the 21th international conference on machine learning (pp. 6–13).

2. Bennett, K. P., Momma, M., & Embrechts, M. J. (2002). MARK: A boosting algorithm for heterogeneous kernel models. In Proceedings of the eigth ACM SIGKDD international conference on knowledge discovery and data mining (pp. 24–31).

3. Nonlinear programming;Bertsekas,1999

4. Generalized autoregressive conditional heteroscedasticity;Bollerslev;Journal of Econometrics,1986

5. Time series analysis: Forecasting and control;Box,1994

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