Decomposition and Classification of Stellar Spectra Based on t-SNE

JIANG Bin; ZHAO Zi-liang; WANG Shu-ting; WEI Ji-yu; QU Mei-xia

doi:10.3964/j.issn.1000-0593(2020)09-2913-05

Journals >Spectroscopy and Spectral Analysis >Volume 40 >Issue 9 >Page 2913 > Article

Spectroscopy and Spectral Analysis
Vol. 40, Issue 9, 2913 (2020)

Decomposition and Classification of Stellar Spectra Based on t-SNE

JIANG Bin, ZHAO Zi-liang, WANG Shu-ting, WEI Ji-yu, and QU Mei-xia^*

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[in Chinese]

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DOI: 10.3964/j.issn.1000-0593(2020)09-2913-05 Cite this Article

JIANG Bin, ZHAO Zi-liang, WANG Shu-ting, WEI Ji-yu, QU Mei-xia. Decomposition and Classification of Stellar Spectra Based on t-SNE[J]. Spectroscopy and Spectral Analysis, 2020, 40(9): 2913 Copy Citation Text

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References

[1] Navarro S G, Corradi R L M, Mampaso A. Astronomy & Astrophysics, 2012, 538(1): A76.

[2] Kheirdastan S, Bazarghan M. Astrophysics and Space Science, 2016, 361(9): 304.

[4] Chen F, Wu Y, Bu Y, et al. Publications of the Astronomical Society of Australia, 2014, 31(1): e001.

[5] Roweis S T, Saul L K. Science, 2000, 290(5500): 2323.

[6] Park C H, Park H. Pattern Recognition, 2008, 41(3): 1083.

[7] Vincent P, Larochelle H, Bengio Y, et al. International Conference on Machine Learning. ACM, 2008.

[8] Gisbrecht A, Mokbel B, Hammer B. International Joint Conference on Neural Networks. IEEE, 2012.

[10] Bolton A S, Schlegel D J, et al. The Astronomical Journal, 2012, 144(5): 144.

[11] Zhao G, Zhao Y H, Chu Y Q, et al. Research in Astronomy and Astrophysics, 2012, 12(7): 723.

CLP Journals

[1] FAN Ya-wen, LIU Yan-ping, QIU Bo, JIANG Xia, WANG Lin-qian, WANG Kun. Research on Spectral Classification of Stellar Subtypes Based on SSTransformer[J]. Spectroscopy and Spectral Analysis, 2023, 43(8): 2523

JIANG Bin, ZHAO Zi-liang, WANG Shu-ting, WEI Ji-yu, QU Mei-xia. Decomposition and Classification of Stellar Spectra Based on t-SNE[J]. Spectroscopy and Spectral Analysis, 2020, 40(9): 2913

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