Improved variable reduction in partial least squares modelling by Global-Minimum Error Uninformative-Variable Elimination

Analytica Chimica Acta ◽

10.1016/j.aca.2017.06.001 ◽

2017 ◽

Vol 982 ◽

pp. 37-47 ◽

Cited By ~ 11

Author(s):

Jan P.M. Andries ◽

Yvan Vander Heyden ◽

Lutgarde M.C. Buydens

Keyword(s):

Least Squares ◽

Partial Least Squares ◽

Global Minimum ◽

Minimum Error ◽

Variable Elimination ◽

Variable Reduction ◽

Uninformative Variable Elimination

Download Full-text

Elimination of the Uninformative Calibration Sample Subset in the Modified UVE (Uninformative Variable Elimination)-PLS (Partial Least Squares) Method.

Analytical Sciences ◽

10.2116/analsci.17.319 ◽

2001 ◽

Vol 17 (2) ◽

pp. 319-322 ◽

Cited By ~ 29

Author(s):

Jun KOSHOUBU ◽

Tetsuo IWATA ◽

Shigeo MINAMI

Keyword(s):

Least Squares ◽

Partial Least Squares ◽

Least Squares Method ◽

Variable Elimination ◽

Calibration Sample ◽

Uninformative Variable Elimination ◽

Partial Least Squares Method

Download Full-text

A simple ensemble strategy of uninformative variable elimination and partial least-squares for near-infrared spectroscopic calibration of pharmaceutical products

Vibrational Spectroscopy ◽

10.1016/j.vibspec.2011.09.011 ◽

2012 ◽

Vol 58 ◽

pp. 44-49 ◽

Cited By ~ 18

Author(s):

Chao Tan ◽

Tong Wu ◽

Zehong Xu ◽

Weiyi Li ◽

Kaishi Zhang

Keyword(s):

Least Squares ◽

Partial Least Squares ◽

Near Infrared ◽

Pharmaceutical Products ◽

Variable Elimination ◽

Ensemble Strategy ◽

Infrared Spectroscopic ◽

Uninformative Variable Elimination

Download Full-text

Cellulose paper-based SERS sensor for sensitive detection of 2,4-D residue levels in tea coupled uninformative variable elimination-partial least squares

Spectrochimica Acta Part A Molecular and Biomolecular Spectroscopy ◽

10.1016/j.saa.2020.119198 ◽

2020 ◽

pp. 119198

Author(s):

Md Mehedi Hassan ◽

Tianhui Jiao ◽

Waqas Ahmad ◽

Xu Yi ◽

Muhammad Zareef ◽

...

Keyword(s):

Least Squares ◽

Partial Least Squares ◽

Sensitive Detection ◽

Cellulose Paper ◽

Variable Elimination ◽

Residue Levels ◽

Uninformative Variable Elimination

Download Full-text

Combining bootstrap and uninformative variable elimination: Chemometric identification of metabonomic biomarkers by nonparametric analysis of discriminant partial least squares

Chemometrics and Intelligent Laboratory Systems ◽

10.1016/j.chemolab.2012.04.006 ◽

2012 ◽

Vol 115 ◽

pp. 37-43 ◽

Cited By ~ 7

Author(s):

Xiao-Ming Sun ◽

Xiao-Ping Yu ◽

Yun Liu ◽

Lu Xu ◽

Duo-Long Di

Keyword(s):

Least Squares ◽

Partial Least Squares ◽

Nonparametric Analysis ◽

Variable Elimination ◽

Uninformative Variable Elimination

Download Full-text

Retention Prediction of Peptides Based on Uninformative Variable Elimination by Partial Least Squares

Journal of Proteome Research ◽

10.1021/pr0600430 ◽

2006 ◽

Vol 5 (7) ◽

pp. 1618-1625 ◽

Cited By ~ 39

Author(s):

R. Put ◽

M. Daszykowski ◽

T. Baczek ◽

Y. Vander Heyden

Keyword(s):

Least Squares ◽

Partial Least Squares ◽

Retention Prediction ◽

Variable Elimination ◽

Uninformative Variable Elimination

Download Full-text

Application of an Integration of Uninformative Variable Elimination and Least-Squares Support Vector Machine for Discriminating Soy Milk Powder Based on Visual Near-Infrared Spectral Calibration: Disc

2009 International Workshop on Intelligent Systems and Applications ◽

10.1109/iwisa.2009.5072740 ◽

2009 ◽

Author(s):

Xiaojing Chen ◽

Meng Xu ◽

Xiangou Zhu ◽

Xinxiang Lei

Keyword(s):

Support Vector Machine ◽

Least Squares ◽

Near Infrared ◽

Milk Powder ◽

Support Vector ◽

Soy Milk ◽

Variable Elimination ◽

Spectral Calibration ◽

Infrared Spectral ◽

Uninformative Variable Elimination

Download Full-text

Predictive-property-ranked variable reduction in partial least squares modelling with final complexity adapted models: Comparison of properties for ranking

Analytica Chimica Acta ◽

10.1016/j.aca.2012.11.012 ◽

2013 ◽

Vol 760 ◽

pp. 34-45 ◽

Cited By ~ 15

Author(s):

Jan P.M. Andries ◽

Yvan Vander Heyden ◽

Lutgarde M.C. Buydens

Keyword(s):

Least Squares ◽

Partial Least Squares ◽

Variable Reduction ◽

Models Comparison

Download Full-text

Improved variable reduction in partial least squares modelling based on Predictive-Property-Ranked Variables and adaptation of partial least squares complexity

Analytica Chimica Acta ◽

10.1016/j.aca.2011.06.037 ◽

2011 ◽

Vol 705 (1-2) ◽

pp. 292-305 ◽

Cited By ~ 35

Author(s):

Jan P.M. Andries ◽

Yvan Vander Heyden ◽

Lutgarde M.C. Buydens

Keyword(s):

Least Squares ◽

Partial Least Squares ◽

Variable Reduction

Download Full-text

Predictive-Property-Ranked Variable Reduction with Final Complexity Adapted Models in Partial Least Squares Modeling for Multiple Responses

Analytical Chemistry ◽

10.1021/ac400339e ◽

2013 ◽

Vol 85 (11) ◽

pp. 5444-5453 ◽

Cited By ~ 15

Author(s):

Jan P. M. Andries ◽

Yvan Vander Heyden ◽

Lutgarde M. C. Buydens

Keyword(s):

Least Squares ◽

Partial Least Squares ◽

Multiple Responses ◽

Variable Reduction

Download Full-text

An fMRI study examining spatial navigation through a virtual environment: Partial least squares analysis

PsycEXTRA Dataset ◽

10.1037/e705572011-044 ◽

2005 ◽

Author(s):

Richard Mraz ◽

Nancy J. Lobaugh ◽

Genevieve Quintin ◽

Konstantine K. Kakzanis ◽

Simon J. Graham

Keyword(s):

Least Squares ◽

Virtual Environment ◽

Partial Least Squares ◽

Spatial Navigation ◽

Partial Least Squares Analysis ◽

Fmri Study

Download Full-text