Spectroscopy and Spectral Analysis, Volume. 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 YU1; 2;, Yan PANG1;, and Xue-feng SHEN1; 2;
Author Affiliations
  • 1. College of Mechanical and Control Engineering, Shandong Institute of Petrochemical and Chemical Technology, Dongying 257061, China
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    [1] Chen B, Chu X L, Shi Y Y et al[D]. Journal of Instrumental Analysis, 38, 603(2019).

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

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

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

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

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    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

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    Paper Information

    Category: Research Articles

    Received: Jan. 20, 2021

    Accepted: --

    Published Online: Oct. 29, 2021

    The Author Email: Hao-guang LI (lihaoguang@upc.edu.cn)

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

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