Weight Initialization of Feedforward Neural Networks by Means of 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 ◽

Chemical composition analysis of carrageenans by infrared spectroscopy using partial least squares and neural networks

Analytica Chimica Acta ◽

10.1016/0003-2670(93)80017-f ◽

1993 ◽

Vol 284 (1) ◽

pp. 137-147 ◽

Cited By ~ 12

Author(s):

Sven P. Jacobsson ◽

Anders Hagman

Keyword(s):

Neural Networks ◽

Infrared Spectroscopy ◽

Chemical Composition ◽

Least Squares ◽

Partial Least Squares ◽

Composition Analysis ◽

Chemical Composition Analysis

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 ◽

Kinetic Determination of Organic Vapor Mixtures with Single Piezoelectric Quartz Crystal Sensor Using Artificial Neural Networks and Partial Least Squares

Chemistry Letters ◽

10.1246/cl.1996.1065 ◽

1996 ◽

Vol 25 (12) ◽

pp. 1065-1066 ◽

Cited By ~ 3

Author(s):

Wan-Li Xing ◽

Xi-Wen He

Keyword(s):

Neural Networks ◽

Least Squares ◽

Partial Least Squares ◽

Quartz Crystal ◽

Kinetic Determination ◽

Organic Vapor ◽

Piezoelectric Quartz Crystal ◽

Vapor Mixtures

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 ◽

2006 IEEE International Conference on Service Operations and Logistics, and Informatics ◽

Measuring Customer Satisfaction based on Neural Networks Partial Least Squares Approach

10.1109/soli.2006.329011 ◽

2006 ◽

Cited By ~ 1

Author(s):

Yan Liu ◽

Changfeng Zhou ◽

Yingwu Chen

Keyword(s):

Neural Networks ◽

Customer Satisfaction ◽

Least Squares ◽

Partial Least Squares ◽

Least Squares Approach

2011 Fourth International Joint Conference on Computational Sciences and Optimization ◽

The Application for the Partial Least-Squares Regression (PLS) and Fuzzy Neural Networks Model (FNN) in the Wind Field Assessment

10.1109/cso.2011.254 ◽

2011 ◽

Author(s):

Bing-lian Chen ◽

Kai-ping Lin ◽

Xiao-yan Huang ◽

Wei-liang Liang

Keyword(s):

Neural Networks ◽

Least Squares ◽

Partial Least Squares ◽

Wind Field ◽

Partial Least Squares Regression ◽

Fuzzy Neural Networks ◽

Least Squares Regression ◽

Field Assessment ◽

Fuzzy Neural

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 ◽