A powerful tool for near-infrared spectroscopy: Synergy adaptive moving window algorithm based on the immune support vector machine

• Published in: Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy Vol. 282; p. 121631
• Main Authors: Wang, Shenghao, Zhang, Peng, Chang, Jing, Fang, Zeping, Yang, Yi, Lin, Manman, Meng, Yanhong, Lin, Zhixin
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 05.12.2022
• Subjects: Diesel fuel; Gasoline; Immune clone algorithm; Near-infrared spectrum; Optimization calculation; Support vector machine; Support vector machine; Optimization calculation; Diesel fuel; Immune clone algorithm; Gasoline; Near-infrared spectrum

[Display omitted] •It proposes a new convenient and efficient method for near-infrared spectroscopy base on AI algorithm.•It solves the problem of optimizing preprocessing methods, wavelength variables, and the hyper-parameters of the calibration model simultaneously.•It can effectively improve the...