近红外分析中光谱预处理及波长选择方法进展与应用

褚小立, 袁洪福, 陆婉珍 - 化学进展, 2004 - manu56.magtech.com.cn
摘要光谱预处理和波长选取方法在近红外光谱分析技术中相当重要. 本文综述了常用的NIR
预处理和波长选取方法及这一领域的最新进展, 详细介绍正交信号校正(OSC), 净分析信号(NAS) …

Genetic algorithms in chemometrics

A Niazi, R Leardi - Journal of Chemometrics, 2012 - Wiley Online Library
This review covers the application of Genetic Algorithms (GAs) in Chemometrics. The first
applications of GAs in chemistry date back to the 1970s, and in the last decades, they have …

The evolution of chemometrics

PK Hopke - Analytica Chimica Acta, 2003 - Elsevier
Chemometrics is the application of statistical and mathematical methods to chemical
problems to permit maximal collection and extraction of useful information. The development …

[图书][B] Evolutionary computation in bioinformatics

G Fogel, DW Corne - 2003 - books.google.com
" This is a fine book that clearly discusses the applications of evolutionary computation
techniques to a variety of different areas. It covers most topics a bioinformatician will find …

An evaluation of orthogonal signal correction methods for the characterisation of arabica and robusta coffee varieties by NIRS

I Esteban-Dıez, JM González-Sáiz, C Pizarro - Analytica Chimica Acta, 2004 - Elsevier
Two orthogonal signal correction methods (OSC and DOSC) were applied on a set of 83
roasted coffee NIR spectra from varied origins and varieties in order to remove information …

Mining in chemometrics

L Mutihac, R Mutihac - Analytica Chimica Acta, 2008 - Elsevier
Some of the increasingly spread data mining methods in chemometrics like exploratory data
analysis, artificial neural networks, pattern recognition, and digital image processing with …

Quality assessment of instant green tea using portable NIR spectrometer

Y Sun, Y Wang, J Huang, G Ren, J Ning… - … Acta Part A: Molecular …, 2020 - Elsevier
Caffeine and catechin are two main components of instant green tea, and are essential
components of tea quality. This paper mainly focuses on the feasibility of rapidly determining …

Genetic algorithm optimisation combined with partial least squares regression and mutual information variable selection procedures in near-infrared quantitative …

A Durand, O Devos, C Ruckebusch, JP Huvenne - Analytica Chimica Acta, 2007 - Elsevier
In this work, different approaches for variable selection are studied in the context of near-
infrared (NIR) multivariate calibration of textile. First, a model-based regression method is …

Chemometrics in pharmaceutical analysis: an introduction, review, and future perspectives

A El-Gindy, GM Hadad - Journal of AOAC International, 2012 - academic.oup.com
Chemometrics is the application of statistical and mathematical methods to analytical data to
permit maximum collection and extraction of useful information. The utility of chemometric …

Characteristics and Classification of Fourier-Transform near Infrared Spectra of the Heartwood of Different Larch Species (Larix sp.)

N Gierlinger, M Schwanninger… - Journal of Near Infrared …, 2004 - journals.sagepub.com
On axial and radial surfaces of larch heartwood Fourier-transform near infrared (FT-NIR)
spectra were acquired with the aim of finding spectral differences and classifying between …