Probabilistic partial least squares regression for quantitative analysis of Raman spectra

International Journal of Data Mining and Bioinformatics ◽

10.1504/ijdmb.2015.066768 ◽

2015 ◽

Vol 11 (2) ◽

pp. 223 ◽

Author(s):

Shuo Li ◽

James O. Nyagilo ◽

Digant P. Dave ◽

Wei Wang ◽

Baoju Zhang ◽

...

Keyword(s):

Quantitative Analysis ◽

Least Squares ◽

Partial Least Squares ◽

Raman Spectra ◽

Partial Least Squares Regression ◽

Least Squares Regression

Download Full-text

Hyperspectral characteristics and quantitative analysis of leaf chlorophyll by reflectance spectroscopy based on a genetic algorithm in combination with partial least squares regression

Spectrochimica Acta Part A Molecular and Biomolecular Spectroscopy ◽

10.1016/j.saa.2020.118786 ◽

2020 ◽

Vol 243 ◽

pp. 118786

Author(s):

Xiaowan Chen ◽

Zhenyu Dong ◽

Jinbao Liu ◽

Huanyuan Wang ◽

Yang Zhang ◽

...

Keyword(s):

Genetic Algorithm ◽

Quantitative Analysis ◽

Least Squares ◽

Partial Least Squares ◽

Partial Least Squares Regression ◽

Reflectance Spectroscopy ◽

Least Squares Regression ◽

Leaf Chlorophyll

Download Full-text

Quantitative Analysis of Entacapone Isomers Using Surface-Enhanced Raman Spectroscopy and Partial Least Squares Regression

Applied Spectroscopy ◽

10.1366/12-06752 ◽

2012 ◽

Vol 66 (12) ◽

pp. 1468-1474 ◽

Author(s):

Marina Ratkaj ◽

Tomislav Biljan ◽

Snežana Miljanić

Keyword(s):

Raman Spectroscopy ◽

Quantitative Analysis ◽

Least Squares ◽

Partial Least Squares ◽

Partial Least Squares Regression ◽

Surface Enhanced Raman Spectroscopy ◽

Least Squares Regression ◽

Surface Enhanced ◽

Surface Enhanced Raman

Download Full-text

An approach for in situ qualitative and quantitative analysis of moisture adsorption in nanogram-scaled lignin by using micro-FTIR spectroscopy and partial least squares regression

International Journal of Biological Macromolecules ◽

10.1016/j.ijbiomac.2019.04.043 ◽

2019 ◽

Vol 132 ◽

pp. 1106-1111 ◽

Author(s):

Teng Xiao ◽

Hanmeng Yuan ◽

Qiang Ma ◽

Xin Guo ◽

Yiqiang Wu

Keyword(s):

Quantitative Analysis ◽

Ftir Spectroscopy ◽

Least Squares ◽

Partial Least Squares ◽

Partial Least Squares Regression ◽

Least Squares Regression ◽

Qualitative And Quantitative Analysis ◽

Moisture Adsorption ◽

Qualitative And Quantitative

Download Full-text

Near Infrared Quantitative Analysis of Total Curcuminoids in Rhizomes of Curcuma Longa by Moving Window Partial Least Squares Regression

Journal of Near Infrared Spectroscopy ◽

10.1255/jnirs.891 ◽

2010 ◽

Vol 18 (4) ◽

pp. 263-269 ◽

Author(s):

Sumaporn Kasemsumran ◽

Vichien Keeratinijakal ◽

Warunee Thanapase ◽

Yukihiro Ozaki

Keyword(s):

Quantitative Analysis ◽

Least Squares ◽

Partial Least Squares ◽

Partial Least Squares Regression ◽

Near Infrared ◽

Curcuma Longa ◽

Moving Window ◽

Least Squares Regression

Download Full-text

Genetic algorithm optimisation combined with partial least squares regression and mutual information variable selection procedures in near-infrared quantitative analysis of cotton–viscose textiles

Analytica Chimica Acta ◽

10.1016/j.aca.2007.03.024 ◽

2007 ◽

Vol 595 (1-2) ◽

pp. 72-79 ◽

Author(s):

A. Durand ◽

O. Devos ◽

C. Ruckebusch ◽

J.P. Huvenne

Keyword(s):

Genetic Algorithm ◽

Quantitative Analysis ◽

Mutual Information ◽

Variable Selection ◽

Least Squares ◽

Partial Least Squares ◽

Partial Least Squares Regression ◽

Near Infrared ◽

Least Squares Regression ◽

Selection Procedures

Download Full-text

High and low frequency unfolded partial least squares regression based on empirical mode decomposition for quantitative analysis of fuel oil samples

Analytica Chimica Acta ◽

10.1016/j.aca.2016.04.029 ◽

2016 ◽

Vol 925 ◽

pp. 16-22 ◽

Author(s):

Xihui Bian ◽

Shujuan Li ◽

Ligang Lin ◽

Xiaoyao Tan ◽

Qingjie Fan ◽

...

Keyword(s):

Quantitative Analysis ◽

Least Squares ◽

Partial Least Squares ◽

Empirical Mode Decomposition ◽

Partial Least Squares Regression ◽

Low Frequency ◽

Fuel Oil ◽

Least Squares Regression ◽

Mode Decomposition

Download Full-text

Quantitative Analysis of Simulated Illicit Street-Drug Samples Using Raman Spectroscopy and Partial Least Squares Regression

Spectroscopy Letters ◽

10.1080/00387010.2010.525285 ◽

2011 ◽

Vol 44 (4) ◽

pp. 229-234 ◽

Author(s):

Owen S. Fenton ◽

Lindsey A. Tonge ◽

Taylor H. Moot ◽

Kimberley A. Frederick

Keyword(s):

Raman Spectroscopy ◽

Quantitative Analysis ◽

Least Squares ◽

Partial Least Squares ◽

Partial Least Squares Regression ◽

Least Squares Regression

Download Full-text

Genetic Algorithm Interval Partial Least Squares Regression Combined Successive Projections Algorithm for Variable Selection in Near-Infrared Quantitative Analysis of Pigment in Cucumber Leaves

Applied Spectroscopy ◽

10.1366/000370210791666246 ◽

2010 ◽

Vol 64 (7) ◽

pp. 786-794 ◽

Author(s):

Zou Xiaobo ◽

Zhao Jiewen ◽

Mao Hanpin ◽

Shi Jiyong ◽

Yin Xiaopin ◽

...

Keyword(s):

Genetic Algorithm ◽

Quantitative Analysis ◽

Variable Selection ◽

Least Squares ◽

Partial Least Squares ◽

Partial Least Squares Regression ◽

Near Infrared ◽

Least Squares Regression ◽

Successive Projections Algorithm ◽

Successive Projections

Download Full-text

Multiblock partial least squares regression based on wavelet transform for quantitative analysis of near infrared spectra

Chemometrics and Intelligent Laboratory Systems ◽

10.1016/j.chemolab.2009.09.006 ◽

2010 ◽

Vol 100 (1) ◽

pp. 22-27 ◽

Author(s):

Ming Jing ◽

Wensheng Cai ◽

Xueguang Shao

Keyword(s):

Wavelet Transform ◽

Quantitative Analysis ◽

Least Squares ◽

Partial Least Squares ◽

Infrared Spectra ◽

Partial Least Squares Regression ◽

Near Infrared ◽

Least Squares Regression ◽

Near Infrared Spectra

Download Full-text

Partial least squares regression calculation for quantitative analysis of metals submerged in water measured using laser-induced breakdown spectroscopy

Applied Optics ◽

10.1364/ao.57.005872 ◽

2018 ◽

Vol 57 (20) ◽

pp. 5872 ◽

Author(s):

Tomoko Takahashi ◽

Blair Thornton ◽

Takumi Sato ◽

Toshihiko Ohki ◽

Koichi Ohki ◽

...

Keyword(s):

Quantitative Analysis ◽

Least Squares ◽

Partial Least Squares ◽

Partial Least Squares Regression ◽

Laser Induced Breakdown Spectroscopy ◽

Least Squares Regression ◽

Breakdown Spectroscopy ◽

Laser Induced Breakdown

Download Full-text