A comparison of modeling nonlinear systems with artificial neural networks and partial least squares

Nonlinear Systems ◽

Least Squares ◽

Partial Least Squares ◽

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 ◽

Discriminant Analysis ◽

Least Squares ◽

Decision Trees ◽

Partial Least Squares ◽

Red Wines ◽

Anthocyanin Profile ◽

Genetic Algorithm Based Potential Selection in Simultaneous Voltammetric Determination of Isoniazid and Hydrazine by Using Partial Least Squares (PLS) and Artificial Neural Networks (ANNs)

Electroanalysis ◽

10.1002/elan.200403204 ◽

2005 ◽

Vol 17 (10) ◽

pp. 915-918 ◽

Cited By ~ 24

Author(s):

Mir Reza Majidi ◽

Abolghasem Jouyban ◽

Karim Asadpour-Zeynali

Keyword(s):

Genetic Algorithm ◽

Neural Networks ◽

Simultaneous Voltammetric Determination

Least Squares ◽

Partial Least Squares ◽

Voltammetric Determination ◽

Artificial Neural ◽

Melt index modeling with support vector machines, partial least squares, and artificial neural networks

Journal of Applied Polymer Science ◽

10.1002/app.20979 ◽

2004 ◽

Vol 95 (4) ◽

pp. 967-974 ◽

Cited By ~ 55

Author(s):

In-Su Han ◽

Chonghun Han ◽

Chang-Bock Chung

Keyword(s):

Neural Networks ◽

Support Vector Machines ◽

Least Squares ◽

Partial Least Squares ◽

Support Vector ◽

Melt Index ◽

Vector Machines ◽

Artificial neural networks and partial least squares regression for pseudo-first-order with respect to the reagent multicomponent kinetic-spectrophotometric determinations

The Analyst ◽

10.1039/an9962100395 ◽

1996 ◽

Vol 121 (4) ◽

pp. 395-400 ◽

Cited By ~ 31

Author(s):

Marcelo Blanco ◽

Jordi Coello ◽

Hortensia Iturriaga ◽

Santiago Maspoch ◽

Miguel Redón ◽

...

Keyword(s):

Neural Networks ◽

Least Squares ◽

Partial Least Squares ◽

Partial Least Squares Regression ◽

Least Squares Regression ◽

First Order ◽

Pseudo First Order ◽

Artificial Neural ◽

Kinetic Spectrophotometric

Verification of the performance of Artificial Neural Networks (ANNs) versus Partial Least Squares (PLS) for spectral interference correction in optical emission spectrometry

10.1117/12.2050326 ◽

2014 ◽

Cited By ~ 1

Author(s):

Z. Li ◽

X. Zhang ◽

V. Karanassios

Keyword(s):

Neural Networks ◽

Least Squares ◽

Partial Least Squares ◽

Optical Emission ◽

Spectral Interference ◽

Optical Emission Spectrometry ◽

Emission Spectrometry ◽

Interference Correction ◽

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 ◽

Discriminant Analysis ◽

Least Squares ◽

Partial Least Squares ◽

Sediment Chemistry ◽

Electronic Nose Based on Independent Component Analysis Combined with Partial Least Squares and Artificial Neural Networks for Wine Prediction

Sensors ◽

10.3390/s120608055 ◽

2012 ◽

Vol 12 (6) ◽

pp. 8055-8072 ◽

Cited By ~ 39

Author(s):

Teodoro Aguilera ◽

Jesús Lozano ◽

José A. Paredes ◽

Fernando J. Álvarez ◽

José I. Suárez

Keyword(s):

Neural Networks ◽

Independent Component Analysis ◽

Least Squares ◽

Partial Least Squares ◽

Electronic Nose ◽

Component Analysis ◽

Independent Component ◽

Prediction of Selectivity Coefficients of Medicine Electrode Using Artificial Neural Networks and Partial Least Squares

Chemistry Letters ◽

10.1246/cl.1997.207 ◽

1997 ◽

Vol 26 (3) ◽

pp. 207-208 ◽

Cited By ~ 1

Author(s):

Wan-Li Xing ◽

Chun-Xun Zhang ◽

Xi-Wen He

Keyword(s):

Neural Networks ◽

Least Squares ◽

Partial Least Squares ◽

Selectivity Coefficients ◽

Artificial neural networks (ANNS) versus partial least squares (PLS) for spectral interference correction for taking part of the lab to the sample types of applications: an experimental study

10.1117/12.2224402 ◽

2016 ◽

Cited By ~ 1

Author(s):

Z. Li ◽

Vassili Karanassios

Keyword(s):

Neural Networks ◽

Experimental Study ◽

Least Squares ◽

Partial Least Squares ◽

Spectral Interference ◽

Interference Correction ◽

Comparison of multiple linear regression, partial least squares and artificial neural networks for prediction of gas chromatographic relative retention times of trimethylsilylated anabolic androgenic steroids

Journal of Chromatography A ◽

10.1016/j.chroma.2012.07.064 ◽

2012 ◽

Vol 1256 ◽

pp. 232-239 ◽

Cited By ~ 20

Author(s):

A.G. Fragkaki ◽

E. Farmaki ◽

N. Thomaidis ◽

A. Tsantili-Kakoulidou ◽

Y.S. Angelis ◽

...

Keyword(s):

Neural Networks ◽

Linear Regression ◽

Multiple Linear Regression ◽

Least Squares ◽

Partial Least Squares ◽

Anabolic Androgenic Steroids ◽

Relative Retention ◽

Artificial Neural ◽

Androgenic Steroids