Research of Parameter Optimization of Preprocessing and Feature Extraction for NIRS Qualitative Analysis Based on PSO Method

Hao-guang LI; Yun-hua YU; Yan PANG; Xue-feng SHEN

doi:10.3964/j.issn.1000-0593(2021)09-2742-06

Journals >Spectroscopy and Spectral Analysis >Volume 41 >Issue 9 >Page 2742 > Article

Spectroscopy and Spectral Analysis
Vol. 41, Issue 9, 2742 (2021)

Research of Parameter Optimization of Preprocessing and Feature Extraction for NIRS Qualitative Analysis Based on PSO Method

Hao-guang LI^*, Yun-hua YU^{1; 2;}, Yan PANG^1;, and Xue-feng SHEN^{1; 2;}

Author Affiliations

1. College of Mechanical and Control Engineering, Shandong Institute of Petrochemical and Chemical Technology, Dongying 257061, China

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DOI: 10.3964/j.issn.1000-0593(2021)09-2742-06 Cite this Article

Hao-guang LI, Yun-hua YU, Yan PANG, Xue-feng SHEN. Research of Parameter Optimization of Preprocessing and Feature Extraction for NIRS Qualitative Analysis Based on PSO Method[J]. Spectroscopy and Spectral Analysis, 2021, 41(9): 2742 Copy Citation Text

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References

[1] B Chen, L Chu X, Y Shi Y et al. Journal of Instrumental Analysis, 38, 603(2019).

[3] B L S Porto, G M A Junqueira, O Mendes T et al. Journal of Raman Spectroscopy, 47, 692(2016).

[4] Parsopoulos Konstantinos E, Vrahatis Michael N. Particle Swarm Optimization and Intelligence. 1st ed. Hershey, New York: Information Science Reference(2010).

[5] Y Ma J, J Chen S, H Qin et al. Infrared Technology, 1, 78(2015).

[8] F Kurtulmus, I Kavdir, I Alibas. Int. J. Agric. Biol. Eng, 9, 51(2016).

[9] Y Bengio, Y Le Cun, G Hinton. Nature: Deep Learning, 521, 436(2015).

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