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

Spectroscopy and Spectral Analysis, Volume. 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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References(6)

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

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

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

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

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

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

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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

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Paper Information

Category: Research Articles

Received: Sep. 10, 2020

Accepted: --

Published Online: Oct. 29, 2021

The Author Email:

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

Topics

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