Lead author：Xiaoli Chu, Yue Huang, Yong-Huan Yun, Xihui Bian
Publishing agency：Springer
publication date：2022-5-25
location：德國
SBN：978-981-19-1624-3年
brief introduction：
該書595頁，包含1 Chemometric Methods in Analytical Spectroscopy Technology, 2 Modern
Spectral Analysis Techniques, 3 Basis of Matrices and Mathematical Statistics, 4 Spectral Preprocessing Methods,5 Wavelength Selection Methods, 6 Spectral Dimensionality Reduction Methods, 7 Linear Calibration Methods, 8 Nonlinear Calibration Methods, 9 Method of Selecting
Calibration Samples, 10 Detection Methods for Outlier Samples, 11 Maintenance and Update of Calibration Model, 12 Pattern Recognition Methods,13 Model Evaluation, 14 Methods for Improving Prediction Ability of Model, 15 Multi-spectral Fusion Technology, 16 Multi-way Resolution and Calibration Methods, 17 Calibration Transfer Methods, 19 Deep Learning Methods, 20 Discussion of Some Issues等20章內(nèi)容。