Study on Multi-Wavelength Transmission Spectral Feature Extraction Combined With Support Vector Machine for Bacteria Identification

Chun FENG; Nan-jing ZHAO; Gao-fang YIN; Ting-ting GAN; Xiao-wei CHEN; Min CHEN; Hui HUA; Jing-bo DUAN; Jian-guo LIU

doi:10.3964/j.issn.1000-0593(2021)09-2940-05

Journals >Spectroscopy and Spectral Analysis >Volume 41 >Issue 9 >Page 2940 > Article

Spectroscopy and Spectral Analysis
Vol. 41, Issue 9, 2940 (2021)

Study on Multi-Wavelength Transmission Spectral Feature Extraction Combined With Support Vector Machine for Bacteria Identification

Chun FENG^{1; 2; 3;}, Nan-jing ZHAO^{1; 3; *;}, Gao-fang YIN^{1; 3; *;}, Ting-ting GAN^{1; 3;}, Xiao-wei CHEN^{1; 2; 3;}, Min CHEN^{1; 2; 3;}, Hui HUA^{1; 2; 3;}, Jing-bo DUAN^{1; 3;}, and Jian-guo LIU^{1; 3;}

Author Affiliations

1. Key Laboratory of Environmental Optics and Technology, Anhui Institute of Optics and Fine Mechanics, Chinese Academy of Sciences, Hefei 230031, China

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DOI: 10.3964/j.issn.1000-0593(2021)09-2940-05 Cite this Article

Chun FENG, Nan-jing ZHAO, Gao-fang YIN, Ting-ting GAN, Xiao-wei CHEN, Min CHEN, Hui HUA, Jing-bo DUAN, Jian-guo LIU. Study on Multi-Wavelength Transmission Spectral Feature Extraction Combined With Support Vector Machine for Bacteria Identification[J]. Spectroscopy and Spectral Analysis, 2021, 41(9): 2940 Copy Citation Text

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References

[1] A Olivares J, L H Garcia-Rubio, E Alupoaei C et al. Biosensors and Bioelectronics, 19, 893(2003).

[3] E Alupoaei C, L H Garcia-Rubio. Biotechnology and Bioengineering, 86, 163(2004).

[4] E Huffman D, D Acosta, M Smith J et al. Journal of Biomedical Optics, 17, 1(2012).

[5] E Huffman D, M Smith J, M Serebrennikova Y et al. Journal of Spectroscopy. http://dx.doi.org/10.1155/2016/5368821

[11] Chih-Jen Lin, Chih-Chung Chang. ACM Transactions on Intelligent Systems and Technology, 2, 27(2011).

[12] Xiaohong Chen, Donghai Liu, Dan Peng. International Journal of Intelligent Systems, 34(2019).

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