Kernel regression application in estimating stellar fundamental parameters

Guang Pu Xue Yu Guang Pu Fen Xi/Spectroscopy and Spectral Analysis

Volumn 29, Issue 4, 2009, Pages 1131-1136

  Zhang, Jian Nan ^a   Wu, Fu Chao ^b   Luo, A Li ^a  

^a CHINESE ACADEMY OF SCIENCES   (China)

^b INSTITUTE OF AUTOMATION   (China)

Author keywords

Kernel least squares regression (KLSR); Kernel PCA regression (KPCR); Stellar fundamental parameters; Stellar spectra

Indexed keywords

AUTOMATIC METHODS; EFFECTIVE TEMPERATURES; KERNEL FUNCTIONS; KERNEL LEAST SQUARES REGRESSION (KLSR); KERNEL PCA REGRESSION (KPCR); KERNEL REGRESSIONS; LINEAR REGRESSION MODELS; LOW RESOLUTIONS; NON-LINEAR REGRESSIONS; SPECTRAL ANALYSIS METHODS; SPECTRAL LINES; STELLAR ATMOSPHERES; STELLAR FUNDAMENTAL PARAMETERS; STELLAR SPECTRA; SURFACE GRAVITIES; THREE PARAMETERS;

ATMOSPHERIC TEMPERATURE; CURVE FITTING; GRAVITATIONAL EFFECTS; LEAST SQUARES APPROXIMATIONS; METAL ANALYSIS; REGRESSION ANALYSIS; SPECTRUM ANALYSIS; SPECTRUM ANALYZERS;

PARAMETER ESTIMATION;

EID: 64049088872     PISSN: 10000593     EISSN: None     Source Type: Journal    
DOI: 10.3964/j.issn.1000-0593(2009)04-1131-06     Document Type: Article

References (14)

1. Katz D, Soubiran C, Cayrel R, et al. Astronomy & Astrophysics, 1998, 338: 151.
2. Soubiran C, Katz D, Cayrel R. Astronomy and Astrophysics Supplement, Series, 1998, 133: 221.
3. Allende P C. Atronomische Nachrichten, 2004, 325(6): 604.
4. Fuentes O, Gulati R K. The Seventh Texas-Mexico Conference on Astrophysics: Flows, Blows and Glows (Eds. Lee William H, Torres-Peimbert Silvia). Revista Mexicana de Astronomía Astrofísica (Serie de Conferencias), 2001. 209.
5. ZHANG Jian-nan, WU Fu-chao, LUO A-li, et al. Acta Astronomica Sinica, 2005, 46(4): 404.
6. Shawn S, Carlos A P, Hippel T V, et al. The Astrophysical Journal, 2001, 562: 528.
7. Bailer-Jones C A L. Astronomy & Astrophysics, 2000, 357: 197.
8. Bailer-Jones C A L, Irwin Mike, von Hippel Ted. Monthly Notices of the Royal Astronomical Society, 1998, 298(2): 361.
9. Vapnik Vladimir N. The Nature of Statistical Learning Theory. Translated by ZHANG Xue-gong. Beijing: Tsinghua University Press, 2000. 97.
10. Muller K-R, Mika S, Ratsch G, et al. IEEE Transactions on Neural Networks, 2001, 12(2): 181.
11. Twining C J, Taylor C J. Pattern Recognition. 2003, 36: 217.
12. Lejeune T, Cuisinier F, Buser R. Astonomy and Astrophysics Supplement, Series, 1997, 125: 229.
13. Lejeune T, Cuisinier F, Buser R. A Standard Stellar Library (Lejeune+1997). http://vizier.u-strasbg.fr/viz-bin/ftp-index?J/A+AS/125/229.
14. Prugniel P, Soubiran C. Astonomy & Astrophysics, 2001, 369: 1048.