A comparative study between least-squares support vector machines and partial least squares in simultaneous spectrophotometric determination of cypermethrin, permethrin and tetramethrin

Ali Niazi; Mohammad Goodarzi; Ateesa Yazdanipour

doi:10.1590/s0103-50532008000300023

A comparative study between least-squares support vector machines and partial least squares in simultaneous spectrophotometric determination of cypermethrin, permethrin and tetramethrin

Journal of the Brazilian Chemical Society ◽

10.1590/s0103-50532008000300023 ◽

2008 ◽

Vol 19 (3) ◽

pp. 536-542 ◽

Cited By ~ 14

Author(s):

Ali Niazi ◽

Mohammad Goodarzi ◽

Ateesa Yazdanipour

Keyword(s):

Support Vector Machines ◽

Comparative Study ◽

Least Squares ◽

Partial Least Squares ◽

Spectrophotometric Determination ◽

Support Vector ◽

Vector Machines

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Spectrophotometric Determination of Ternary Mixtures of Thiamin, Riboflavin and Pyridoxal in Pharmaceutical and Human Plasma by Least-Squares Support Vector Machines

Analytical Sciences ◽

10.2116/analsci.23.1311 ◽

2007 ◽

Vol 23 (11) ◽

pp. 1311-1316 ◽

Cited By ~ 9

Author(s):

Ali NIAZI ◽

Javad ZOLGHARNEIN ◽

Somaie AFIUNI-ZADEH

Keyword(s):

Support Vector Machines ◽

Least Squares ◽

Human Plasma ◽

Spectrophotometric Determination ◽

Ternary Mixtures ◽

Support Vector ◽

Vector Machines

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Simultaneous spectrophotometric determination of nitroaniline isomers after cloud point extraction by using least-squares support vector machines

Spectrochimica Acta Part A Molecular and Biomolecular Spectroscopy ◽

10.1016/j.saa.2006.12.022 ◽

2007 ◽

Vol 68 (3) ◽

pp. 523-530 ◽

Cited By ~ 24

Author(s):

Ali Niazi ◽

Jahanbakhsh Ghasemi ◽

Ateesa Yazdanipour

Keyword(s):

Support Vector Machines ◽

Least Squares ◽

Cloud Point ◽

Spectrophotometric Determination ◽

Cloud Point Extraction ◽

Support Vector ◽

Vector Machines

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Rapid and accurate determination of tissue optical properties using least-squares support vector machines

Biomedical Optics Express ◽

10.1364/boe.2.000592 ◽

2011 ◽

Vol 2 (3) ◽

pp. 592 ◽

Cited By ~ 22

Author(s):

Ishan Barman ◽

Narahara Chari Dingari ◽

Narasimhan Rajaram ◽

James W. Tunnell ◽

Ramachandra R. Dasari ◽

...

Keyword(s):

Optical Properties ◽

Support Vector Machines ◽

Least Squares ◽

Accurate Determination ◽

Support Vector ◽

Tissue Optical Properties ◽

Vector Machines

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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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Action recognition using Partial Least Squares and Support Vector Machines

2011 18th IEEE International Conference on Image Processing ◽

10.1109/icip.2011.6116399 ◽

2011 ◽

Cited By ~ 1

Author(s):

Samah Ramadan ◽

Larry Davis

Keyword(s):

Support Vector Machines ◽

Least Squares ◽

Partial Least Squares ◽

Action Recognition ◽

Support Vector ◽

Vector Machines

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Opening the kernel of kernel partial least squares and support vector machines

Analytica Chimica Acta ◽

10.1016/j.aca.2011.04.025 ◽

2011 ◽

Vol 705 (1-2) ◽

pp. 123-134 ◽

Cited By ~ 34

Author(s):

G.J. Postma ◽

P.W.T. Krooshof ◽

L.M.C. Buydens

Keyword(s):

Support Vector Machines ◽

Least Squares ◽

Partial Least Squares ◽

Support Vector ◽

Kernel Partial Least Squares ◽

Vector Machines

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Determination of gasoline octane number using Raman spectroscopy and least squares support vector machines

Fifth World Congress on Intelligent Control and Automation (IEEE Cat. No.04EX788) ◽

10.1109/wcica.2004.1342199 ◽

2004 ◽

Author(s):

Xusong Qin ◽

Liankui Dai

Keyword(s):

Raman Spectroscopy ◽

Support Vector Machines ◽

Least Squares ◽

Octane Number ◽

Support Vector ◽

Vector Machines

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Speaker state classification based on fusion of asymmetric simple partial least squares (SIMPLS) and support vector machines

Computer Speech & Language ◽

10.1016/j.csl.2013.06.002 ◽

2014 ◽

Vol 28 (2) ◽

pp. 392-419 ◽

Cited By ~ 18

Author(s):

Dong-Yan Huang ◽

Zhengchen Zhang ◽

Shuzhi Sam Ge

Keyword(s):

Support Vector Machines ◽

Least Squares ◽

Partial Least Squares ◽

Support Vector ◽

State Classification ◽

Vector Machines

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Comparative study of partial least squares and a modification of hybrid linear analysis calibration in the simultaneous spectrophotometric determination of rifampicin, pyrazinamide and isoniazid

Analytica Chimica Acta ◽

10.1016/s0003-2670(00)01195-8 ◽

2001 ◽

Vol 427 (1) ◽

pp. 129-136 ◽

Cited By ~ 37

Author(s):

A. Espinosa-Mansilla ◽

M.I. Acedo Valenzuela ◽

A. Muñoz de la Peña ◽

F. Salinas ◽

F.Cañada Cañada

Keyword(s):

Comparative Study ◽

Least Squares ◽

Partial Least Squares ◽

Spectrophotometric Determination ◽

Linear Analysis

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Evaluation of Spectral Pretreatments, Partial Least Squares, Least Squares Support Vector Machines and Locally Weighted Regression for Quantitative Spectroscopic Analysis of Soils

Journal of Near Infrared Spectroscopy ◽

10.1255/jnirs.883 ◽

2010 ◽

Vol 18 (3) ◽

pp. 167-176 ◽

Cited By ~ 37

Author(s):

Benoit Igne ◽

James B. Reeves ◽

Gregory McCarty ◽

W. Dean Hively ◽

Eric Lund ◽

...

Keyword(s):

Support Vector Machines ◽

Least Squares ◽

Partial Least Squares ◽

Spectroscopic Analysis ◽

Weighted Regression ◽

Support Vector ◽

Locally Weighted Regression ◽

Vector Machines

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