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- Author: Xiaoli Chu
- Publisher: Springer
- ISBN-10: 9811916241
- ISBN-13: 9789811916243
- Format: 15.6 x 23.4 x 3.3 cm, kieti viršeliai
- Language: English
- SAVE -10% with code: EXTRA
Chemometric Methods in Analytical Spectroscopy Technology (e-book) (used book) | bookbook.eu
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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.
EXTRA 10 % discount with code: EXTRA
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- Author: Xiaoli Chu
- Publisher: Springer
- ISBN-10: 9811916241
- ISBN-13: 9789811916243
- Format: 15.6 x 23.4 x 3.3 cm, kieti viršeliai
- Language: English English
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.
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