Automatic Classification Method of Star Spectra Data Based on Manifold Fuzzy Twin Support Vector Machine

LIU Zhong-bao; GAO Yan-yun; WANG Jian-zhen

doi:10.3964/j.issn.1000-0593(2015)01-0263-04

Spectroscopy and Spectral Analysis, Volume. 35, Issue 1, 263(2015)

Automatic Classification Method of Star Spectra Data Based on Manifold Fuzzy Twin Support Vector Machine

LIU Zhong-bao^1、*, GAO Yan-yun², and WANG Jian-zhen³

Author Affiliations

¹[in Chinese]

²[in Chinese]

³[in Chinese]

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References(5)

[1] [1] Galaz G, Lapparent V. Astronomy and Astrophysics, 1998, 332 (2): 459.

[2] [2] Connolity A J, Szalay A S. Astronomical Journal, 1995, 110(3): 1071.

[3] [3] Bailer-Jones C A L, Irwin M, Hippel T. Monthly Notice of the Royal Astronomical Society, 1998, 298: 361.

[4] [4] Gulati R K, Gupta R, Gothoskar P. Astrophysical Journal, 1994, 426 (1): 340.

[10] [10] Jayadeva R K, Khemchandani R, Chandra S. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2007, 29(5): 905.

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LIU Zhong-bao, GAO Yan-yun, WANG Jian-zhen. Automatic Classification Method of Star Spectra Data Based on Manifold Fuzzy Twin Support Vector Machine[J]. Spectroscopy and Spectral Analysis, 2015, 35(1): 263

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Paper Information

Received: Sep. 8, 2013

Accepted: --

Published Online: Jan. 28, 2015

The Author Email: Zhong-bao LIU (liuzhongbao@hotmail.com)

DOI:10.3964/j.issn.1000-0593(2015)01-0263-04

Topics

laser devices and laser physics

Lasers and Laser Optics

Laser physics

laser manufacturing

Instrumentation, Measurement and Metrology