A variable selection method based on uninformative variable elimination for multivariate calibration of near-infrared spectra

Chemometrics and Intelligent Laboratory Systems ◽

10.1016/j.chemolab.2007.10.001 ◽

2008 ◽

Vol 90 (2) ◽

pp. 188-194 ◽

Author(s):

Wensheng Cai ◽

Yankun Li ◽

Xueguang Shao

Keyword(s):

Variable Selection ◽

Infrared Spectra ◽

Near Infrared ◽

Multivariate Calibration ◽

Selection Method ◽

Variable Selection Method ◽

Variable Elimination ◽

Near Infrared Spectra ◽

Uninformative Variable Elimination

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New cut-off criterion for uninformative variable elimination in multivariate calibration of near-infrared spectra for the determination of heroin in illicit street drugs

Analytica Chimica Acta ◽

10.1016/j.aca.2008.10.024 ◽

2008 ◽

Vol 630 (2) ◽

pp. 150-160 ◽

Author(s):

Javier Moros ◽

Julia Kuligowski ◽

Guillermo Quintás ◽

Salvador Garrigues ◽

Miguel de la Guardia

Keyword(s):

Infrared Spectra ◽

Near Infrared ◽

Multivariate Calibration ◽

Street Drugs ◽

Variable Elimination ◽

Near Infrared Spectra ◽

Uninformative Variable Elimination

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A Wavelet Component Selection Method for Multivariate Calibration of Near-Infrared Spectra Based on Information Entropy Theory

2010 International Conference on Biomedical Engineering and Computer Science ◽

10.1109/icbecs.2010.5462496 ◽

2010 ◽

Author(s):

Dan Peng ◽

Xia Li ◽

Kaina Dong

Keyword(s):

Infrared Spectra ◽

Information Entropy ◽

Near Infrared ◽

Multivariate Calibration ◽

Selection Method ◽

Entropy Theory ◽

Component Selection ◽

Near Infrared Spectra

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CLASSIFYING THE SPECIES OF EXOPALAEMON BY USING VISIBLE AND NEAR INFRARED SPECTRA WITH UNINFORMATIVE VARIABLE ELIMINATION AND SUCCESSIVE PROJECTIONS ALGORITHM

JOURNAL OF INFRARED AND MILLIMETER WAVES ◽

10.3724/sp.j.1010.2009.00423 ◽

2010 ◽

Vol 28 (6) ◽

pp. 423-427 ◽

Author(s):

Di WU ◽

Hong-Xi WU ◽

Jing-Bo CAI ◽

Zhen-Hua HUANG ◽

Yong HE

Keyword(s):

Infrared Spectra ◽

Near Infrared ◽

Successive Projections Algorithm ◽

Variable Elimination ◽

Near Infrared Spectra ◽

Uninformative Variable Elimination ◽

Successive Projections

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Integration of modified uninformative variable elimination and successive projections algorithm for determination harvest time of laver by using visible and near infrared spectra

African Journal of Agricultural Research ◽

10.5897/ajar11.746 ◽

2011 ◽

Vol 6 (27) ◽

Author(s):

Xiaochun Guan

Keyword(s):

Infrared Spectra ◽

Near Infrared ◽

Harvest Time ◽

Successive Projections Algorithm ◽

Variable Elimination ◽

Near Infrared Spectra ◽

Uninformative Variable Elimination ◽

Successive Projections

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Near Infrared Spectral Similarity Combined with Variable Selection Method in the Quality Control of Flos Lonicerae: A Preliminary Study

Chinese Journal of Chemistry ◽

10.1002/cjoc.201180426 ◽

2011 ◽

Vol 29 (11) ◽

pp. 2533-2540 ◽

Author(s):

Ni Xin ◽

Qinghua Meng ◽

Yizhen Li ◽

Yuzhu Hu

Keyword(s):

Quality Control ◽

Variable Selection ◽

Near Infrared ◽

Selection Method ◽

Spectral Similarity ◽

Variable Selection Method ◽

Flos Lonicerae ◽

Infrared Spectral ◽

Preliminary Study

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An overview of variable selection methods in multivariate analysis of near-infrared spectra

TrAC Trends in Analytical Chemistry ◽

10.1016/j.trac.2019.01.018 ◽

2019 ◽

Vol 113 ◽

pp. 102-115 ◽

Author(s):

Yong-Huan Yun ◽

Hong-Dong Li ◽

Bai-Chuan Deng ◽

Dong-Sheng Cao

Keyword(s):

Multivariate Analysis ◽

Variable Selection ◽

Infrared Spectra ◽

Near Infrared ◽

Selection Methods ◽

Near Infrared Spectra

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Determination of Moisture Content of Single Maize Seed by Using Long-Wave Near-Infrared Hyperspectral Imaging (LWNIR) Coupled With UVE-SPA Combination Variable Selection Method

IEEE Access ◽

10.1109/access.2020.3033582 ◽

2020 ◽

Vol 8 ◽

pp. 195229-195239

Author(s):

Zheli Wang ◽

Yifei Zhang ◽

Shuxiang Fan ◽

Yinglan Jiang ◽

Jiangbo Li

Keyword(s):

Moisture Content ◽

Variable Selection ◽

Hyperspectral Imaging ◽

Near Infrared ◽

Selection Method ◽

Variable Selection Method ◽

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Moving window as a variable selection method in potentiometric titration multivariate calibration and its application to the simultaneous determination of ions in Raschig synthesis mixtures

Journal of Chemometrics ◽

10.1002/cem.1207 ◽

2009 ◽

Vol 23 (3) ◽

pp. 117-123 ◽

Author(s):

Sheng Fang ◽

Ming-Qiao Zhu ◽

Chao-Hong He

Keyword(s):

Variable Selection ◽

Simultaneous Determination ◽

Potentiometric Titration ◽

Multivariate Calibration ◽

Selection Method ◽

Moving Window ◽

Variable Selection Method

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Pretreatment and Wavelength Selection Method for Near-Infrared Spectra Signal Based on Improved CEEMDAN Energy Entropy and Permutation Entropy

Entropy ◽

10.3390/e19070380 ◽

2017 ◽

Vol 19 (7) ◽

pp. 380 ◽

Author(s):

Xiaoli Li ◽

Chengwei Li

Keyword(s):

Infrared Spectra ◽

Near Infrared ◽

Selection Method ◽

Permutation Entropy ◽

Wavelength Selection ◽

Energy Entropy ◽

Near Infrared Spectra

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Variable selection in visible and near-infrared spectra: Application to on-line determination of sugar content in pears

Journal of Food Engineering ◽

10.1016/j.jfoodeng.2011.09.022 ◽

2012 ◽

Vol 109 (1) ◽

pp. 142-147 ◽

Author(s):

Huirong Xu ◽

Bing Qi ◽

Tong Sun ◽

Xiaping Fu ◽

Yibin Ying

Keyword(s):

Variable Selection ◽

Infrared Spectra ◽

Near Infrared ◽

Sugar Content ◽

Near Infrared Spectra ◽

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