Forecast daily indices of solar activity, F10.7, using support vector regression method

Research in Astronomy and Astrophysics

Volumn 9, Issue 6, 2009, Pages 694-702

  Huang, Cong ^a   Liu, Dan Dan ^a   Wang, Jing Song ^a  

^a NATIONAL CLIMATE CENTER   (China)

Author keywords

Methods: data analysis; Sun: activity; Sun: radio radiation

Indexed keywords

EID: 67650677332     PISSN: 16744527     EISSN: None     Source Type: Journal    
DOI: 10.1088/1674-4527/9/6/008     Document Type: Article

References (17)

1. Chatterjee, T N 2001 Mon. Not. R. Astron. Soc. 323 101
2. Cristianini, N and Shawe-Taylor, J 2000 An Introduction to Support Vector Machines and Other Kernel-based Learning Methods (Cambridge Univ. Press)
3. Dmitriev, A, Minaeva, Yu, Orlov, Yu, et al 1999 The Hague, the Nethrelands: EGS XXIV General Assembly
4. Gavrishchaka, V V and Ganguli, S B 2001 J. Geophys. Res. 106 29911
5. Li, R, Cui, Y M, Han, H and Wang, H N 2008 Adv.Space Research 42 (9) 1469
6. Mordvinov, A V 1985 Soln. Dannye, Byull. 12 67
7. Ortikov, M Yu, Shemelov, V A, Shishigin, I V, et al 2003 J. Atomospheric Solar-Terrestrial Phys. 65 1425
8. Peng, K L, Wu, C H and Goo, Y J 2004 Int. J. Management 21 (4) 429
9. Schölkopf, B and Smola, A J 2002 Learning with Kernels (Cambridge: MIT Press)
10. Somla, A and Schölkopf, B 1997 Technical Report 1064, GMD.
11. Smola, A, Schölkopf, B and Müller, K-R 1998 Proc. Of the Ninth Australian Conf. On Neural Networks, 79 eds T Downs, M Frean, & M Gallagher (Brisbane: University of Queensland)
12. Vapnik, V 1995 The Nature of Statistical Learning Theory (New York: Springer Verlag)
13. Vapnik, V, Golowich, S and Smola, A 1997 Advance in Neural Information Processing System vol 9 eds M Mozer, M Jordan, & T Petsche (Cambridge: MIT Press) p 281
14. Vapnik, V 1998 Statistical Learning Theory (New York: Wiley)
15. Wintoft, P and Lundstedt, H 1999 J. Geophys. Res. 104 6729
16. Zhao, J and Han, Y B 2008 ChJAA (Chin. J. Astron. Astrophys.) 8 472
17. Zhong, Q Z, Liu, S Q, He, J X, et al 2005 Chinese J. Space Sci. 25 199