Xiaoli Chu

(Author)

Chemometric Methods in Analytical Spectroscopy Technology (2022)Hardcover - 2022, 25 May 2022

Chemometric Methods in Analytical Spectroscopy Technology (2022)
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Print Length
595 pages
Language
English
Publisher
Springer
Date Published
25 May 2022
ISBN-10
9811916241
ISBN-13
9789811916243

Description

Introduction.- Modern Spectroscopic Analysis Technology.- Basis of Matrix and Mathematical Statistics.- Preprocessing Methods in Spectroscopy Analysis.- Wavelength Variable Selection Method.- Spectral Dimensionality Reduction Method.- Linear Regression Method.- Non-Linear Regression Method.- Selection of Representative samples.- Outlier Detection Method.- Calibration Model Maintenance.- Pattern Recognition.- Evaluation of Model Performance.- Ways to Improve Model Predictive Ability.- Multi-spectral Fusion Technology.- Multi-way Resolution and Calibration.- Calibration Transfer Method.- Deep Learning Algorithms.- Chemometrics Software and Toolbox.- Discussions.

Product Details

Authors:
Xiaoli ChuYue HuangYong-Huan YunXihui Bian
Book Edition:
2022
Book Format:
Hardcover
Country of Origin:
NL
Date Published:
25 May 2022
Dimensions:
23.39 x 15.6 x 3.33 cm
ISBN-10:
9811916241
ISBN-13:
9789811916243
Language:
English
Location:
Singapore
Pages:
595
Publisher:
Weight:
1025.12 gm

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