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Discrimination of wines based on 2D NMR spectra using learning vector quantization neural networks and partial least squares discriminant analysis
Analytica Chimica Acta
◽
10.1016/j.aca.2005.11.015
◽
2006
◽
Vol 558
(1-2)
◽
pp. 144-149
◽
Cited By ~ 28
Author(s):
Saeed Masoum
◽
Delphine Jouan-Rimbaud Bouveresse
◽
Joseph Vercauteren
◽
Mehdi Jalali-Heravi
◽
Douglas Neil Rutledge
Keyword(s):
Neural Networks
◽
Discriminant Analysis
◽
Least Squares
◽
Partial Least Squares
◽
Vector Quantization
◽
Nmr Spectra
◽
2D Nmr
◽
Learning Vector Quantization
◽
2D Nmr Spectra
Download Full-text
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Authentication of Douro DO monovarietal red wines based on anthocyanin profile: Comparison of partial least squares – discriminant analysis, decision trees and artificial neural networks
Food Control
◽
10.1016/j.foodcont.2021.107979
◽
2021
◽
Vol 125
◽
pp. 107979
Author(s):
Fernanda Cosme
◽
Juliana Milheiro
◽
Joana Pires
◽
Fernanda Isabel Guerra-Gomes
◽
Luís Filipe-Ribeiro
◽
...
Keyword(s):
Neural Networks
◽
Artificial Neural Networks
◽
Discriminant Analysis
◽
Least Squares
◽
Decision Trees
◽
Partial Least Squares
◽
Red Wines
◽
Anthocyanin Profile
◽
Artificial Neural
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Development of models for predicting toxicity from sediment chemistry by partial least squares-discriminant analysis and counter-propagation artificial neural networks
Environmental Pollution
◽
10.1016/j.envpol.2009.08.007
◽
2010
◽
Vol 158
(2)
◽
pp. 607-614
◽
Cited By ~ 25
Author(s):
Manuel Alvarez-Guerra
◽
Davide Ballabio
◽
José Manuel Amigo
◽
Rasmus Bro
◽
Javier R. Viguri
Keyword(s):
Neural Networks
◽
Artificial Neural Networks
◽
Discriminant Analysis
◽
Least Squares
◽
Partial Least Squares
◽
Sediment Chemistry
◽
Artificial Neural
Download Full-text
Estimation of Signal Intensities in 2D NMR Spectra with Severe Baseline Distortion by Combined Linear-Prediction and Least-Squares Analyses
Journal of Magnetic Resonance Series B
◽
10.1006/jmrb.1996.0130
◽
1996
◽
Vol 112
(2)
◽
pp. 193-196
◽
Cited By ~ 6
Author(s):
Søren M. Kristensen
◽
Morten Dahl Sørensen
◽
Henrik Gesmar
◽
Jens J. Led
Keyword(s):
Least Squares
◽
Nmr Spectra
◽
Linear Prediction
◽
2D Nmr
◽
2D Nmr Spectra
◽
Signal Intensities
Download Full-text
Simple Least-Squares Estimation of Intensities of Overlapping Signals in 2D NMR Spectra
Journal of Magnetic Resonance Series B
◽
10.1006/jmrb.1994.1002
◽
1994
◽
Vol 103
(1)
◽
pp. 10-18
◽
Cited By ~ 8
Author(s):
H. Gesmar
◽
P.F. Nielsen
◽
J.J. Led
Keyword(s):
Least Squares
◽
Nmr Spectra
◽
2D Nmr
◽
Least Squares Estimation
◽
2D Nmr Spectra
Download Full-text
A general Bayesian method for an automated signal class recognition in 2D NMR spectra combined with a multivariate discriminant analysis
Journal of Biomolecular NMR
◽
10.1007/bf00211755
◽
1995
◽
Vol 5
(3)
◽
Cited By ~ 30
Author(s):
Christoph Antz
◽
Klaus-Peter Neidig
◽
HansRobert Kalbitzer
Keyword(s):
Discriminant Analysis
◽
Nmr Spectra
◽
Bayesian Method
◽
2D Nmr
◽
Multivariate Discriminant Analysis
◽
2D Nmr Spectra
◽
Multivariate Discriminant
Download Full-text
Migrating from partial least squares discriminant analysis to artificial neural networks: a comparison of functionally equivalent visualisation and feature contribution tools using jupyter notebooks
Metabolomics
◽
10.1007/s11306-020-1640-0
◽
2020
◽
Vol 16
(2)
◽
Cited By ~ 2
Author(s):
Kevin M. Mendez
◽
David I. Broadhurst
◽
Stacey N. Reinke
Keyword(s):
Neural Networks
◽
Artificial Neural Networks
◽
Discriminant Analysis
◽
Least Squares
◽
Partial Least Squares
◽
Artificial Neural
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Faculty Opinions recommendation of A consensus orthogonal partial least squares discriminant analysis (OPLS-DA) strategy for multiblock Omics data fusion.
Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature
◽
10.3410/f.722682169.793534129
◽
2017
◽
Author(s):
Robert Powers
◽
Eli Riekeberg
Keyword(s):
Discriminant Analysis
◽
Data Fusion
◽
Least Squares
◽
Partial Least Squares
◽
Omics Data
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Partial least squares modeling of combined infrared, 1H NMR and 13C NMR spectra to predict long residue properties of crude oils
Vibrational Spectroscopy
◽
10.1016/j.vibspec.2009.04.009
◽
2009
◽
Vol 51
(2)
◽
pp. 205-212
◽
Cited By ~ 27
Author(s):
Peter de Peinder
◽
Tom Visser
◽
Derek D. Petrauskas
◽
Fabien Salvatori
◽
Fouad Soulimani
◽
...
Keyword(s):
Least Squares
◽
Partial Least Squares
◽
1H Nmr
◽
13C Nmr
◽
Nmr Spectra
◽
Crude Oils
◽
13C Nmr Spectra
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Improved frequency selectivity for presaturation of H2O in 2D NMR spectra of proteins
Journal of Magnetic Resonance (1969)
◽
10.1016/0022-2364(90)90272-b
◽
1990
◽
Vol 86
(2)
◽
pp. 400-405
Author(s):
Michael G Zagorski
Keyword(s):
Nmr Spectra
◽
2D Nmr
◽
Frequency Selectivity
◽
2D Nmr Spectra
Download Full-text
Comparison of partial least squares‐discriminant analysis and soft independent modeling of class analogy methods for classification of Saccharomyces cerevisiae cells based on mid‐infrared spectroscopy
Journal of Chemometrics
◽
10.1002/cem.3340
◽
2021
◽
Author(s):
Pedro Sousa Sampaio
◽
Cecília R. C. Calado
Keyword(s):
Saccharomyces Cerevisiae
◽
Infrared Spectroscopy
◽
Discriminant Analysis
◽
Least Squares
◽
Partial Least Squares
◽
Mid Infrared
◽
Mid Infrared Spectroscopy
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