Evaluation of artificial neural networks and partial least squares regression for computerized interpretation of FTIR spectra

Mapping Intimacies ◽

10.1117/12.166787 ◽

1994 ◽

Author(s):

Tom Visser ◽

Hendrik J. Luinge ◽

John H. van der Maas

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Least Squares ◽

Partial Least Squares ◽

Partial Least Squares Regression ◽

Ftir Spectra ◽

Least Squares Regression ◽

Artificial Neural

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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 ◽

Artificial Neural Networks ◽

Least Squares ◽

Partial Least Squares ◽

Partial Least Squares Regression ◽

Least Squares Regression ◽

First Order ◽

Pseudo First Order ◽

Artificial Neural ◽

Kinetic Spectrophotometric

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Recognition of visual characteristics of infrared spectra by artificial neural networks and partial least squares regression

Analytica Chimica Acta ◽

10.1016/0003-2670(94)80258-0 ◽

1994 ◽

Vol 296 (2) ◽

pp. 141-154 ◽

Cited By ~ 24

Author(s):

T. Visser ◽

H.J. Luinge ◽

J.H. van der Maas

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Least Squares ◽

Partial Least Squares ◽

Infrared Spectra ◽

Partial Least Squares Regression ◽

Least Squares Regression ◽

Visual Characteristics ◽

Artificial Neural

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Prediction of Cooked Rice Texture Using an Extrusion Test in Combination with Partial Least Squares Regression and Artificial Neural Networks

Cereal Chemistry ◽

10.1094/cchem.2001.78.4.391 ◽

2001 ◽

Vol 78 (4) ◽

pp. 391-394 ◽

Cited By ~ 8

Author(s):

Chanintorn Sitakalin ◽

Jean-Francois C. Meullenet

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Least Squares ◽

Partial Least Squares ◽

Partial Least Squares Regression ◽

Least Squares Regression ◽

Cooked Rice ◽

Artificial Neural

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Predicting Research and Motor Octane Numbers based on Near Infrared Spectroscopy: Models based on Partial Least Squares Regression and Artificial Neural Networks

Computer Aided Chemical Engineering - 28th European Symposium on Computer Aided Process Engineering ◽

10.1016/b978-0-444-64235-6.50034-6 ◽

2018 ◽

pp. 187-192 ◽

Cited By ~ 2

Author(s):

Ana L. Leal ◽

Jorge C. Ribeiro ◽

Artur M.S. Silva ◽

F.G. Martins

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Infrared Spectroscopy ◽

Least Squares ◽

Partial Least Squares ◽

Near Infrared Spectroscopy ◽

Partial Least Squares Regression ◽

Near Infrared ◽

Least Squares Regression ◽

Artificial Neural

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Application of Near-Infrared Spectroscopy for Evaluation of Drying Stress on Lumber Surface: A Comparison of Artificial Neural Networks and Partial Least Squares Regression

Drying Technology ◽

10.1080/07373937.2013.846911 ◽

2014 ◽

Vol 32 (5) ◽

pp. 590-596 ◽

Cited By ~ 10

Author(s):

Ken Watanabe ◽

Isao Kobayashi ◽

Yasuhiro Matsushita ◽

Shuetsu Saito ◽

Naohiro Kuroda ◽

...

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Infrared Spectroscopy ◽

Least Squares ◽

Partial Least Squares ◽

Near Infrared Spectroscopy ◽

Partial Least Squares Regression ◽

Near Infrared ◽

Least Squares Regression ◽

Artificial Neural

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Comparison of Artificial Neural Networks with Partial Least Squares Regression for Simultaneous Determinations by ICP-AES

Chinese Journal of Chemistry ◽

10.1002/cjoc.200790306 ◽

2007 ◽

Vol 25 (11) ◽

pp. 1658-1662 ◽

Cited By ~ 3

Author(s):

Mohamad KHAYATZADEH MAHANI ◽

Marzieh CHALOOSI ◽

Mohamad GHANADI MARAGHEH ◽

Ali Reza KHANCHI ◽

Dariush AFZALI

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Least Squares ◽

Partial Least Squares ◽

Partial Least Squares Regression ◽

Least Squares Regression ◽

Artificial Neural

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Synergism Between Constituents of Multicomponent Catalysts Designed for Ethanol Steam Reforming Using Partial Least Squares Regression and Artificial Neural Networks

Combinatorial Chemistry & High Throughput Screening ◽

10.2174/138620712798868365 ◽

2012 ◽

Vol 15 (2) ◽

pp. 105-113 ◽

Cited By ~ 3

Author(s):

Gabor P. Szijjarto ◽

Andras Tompos ◽

Karoly Heberger ◽

Jozsef L. Margitfalvi

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Least Squares ◽

Partial Least Squares ◽

Steam Reforming ◽

Partial Least Squares Regression ◽

Ethanol Steam Reforming ◽

Least Squares Regression ◽

Multicomponent Catalysts ◽

Ethanol Steam

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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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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 ◽

Artificial Neural Networks ◽

Least Squares ◽

Partial Least Squares ◽

Voltammetric Determination ◽

Artificial Neural ◽

Simultaneous Voltammetric Determination

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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 ◽

Artificial Neural Networks ◽

Support Vector Machines ◽

Least Squares ◽

Partial Least Squares ◽

Support Vector ◽

Melt Index ◽

Vector Machines ◽

Artificial Neural

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