Spectroscopic Determination of Aboveground Biomass in Grasslands Using Spectral Transformations, Support Vector Machine and Partial Least Squares Regression

Miguel Marabel; Flor Alvarez-Taboada

doi:10.3390/s130810027

Spectroscopic Determination of Aboveground Biomass in Grasslands Using Spectral Transformations, Support Vector Machine and Partial Least Squares Regression

Sensors ◽

10.3390/s130810027 ◽

2013 ◽

Vol 13 (8) ◽

pp. 10027-10051 ◽

Cited By ~ 32

Author(s):

Miguel Marabel ◽

Flor Alvarez-Taboada

Keyword(s):

Support Vector Machine ◽

Least Squares ◽

Partial Least Squares ◽

Aboveground Biomass ◽

Partial Least Squares Regression ◽

Spectroscopic Determination ◽

Support Vector ◽

Least Squares Regression ◽

Spectral Transformations

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Prediction of Ion Drift Times for a Proteome-Wide Peptide Set Using Partial Least Squares Regression, Least-Squares Support Vector Machine and Gaussian Process

QSAR & Combinatorial Science ◽

10.1002/qsar.200910075 ◽

2009 ◽

Vol 28 (11-12) ◽

pp. 1386-1393 ◽

Cited By ~ 5

Author(s):

Xiuhong Liu ◽

Jun Liang ◽

Jicai Fan ◽

Zhicai Shang

Keyword(s):

Support Vector Machine ◽

Gaussian Process ◽

Least Squares ◽

Partial Least Squares ◽

Partial Least Squares Regression ◽

Support Vector ◽

Least Squares Regression ◽

Ion Drift

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Combining partial least squares regression and least squares support vector machine for data mining

2011 International Conference on E-Business and E-Government (ICEE) ◽

10.1109/icebeg.2011.5881755 ◽

2011 ◽

Author(s):

Chen Gaobo ◽

Chen Xiufang

Keyword(s):

Data Mining ◽

Support Vector Machine ◽

Least Squares ◽

Partial Least Squares ◽

Partial Least Squares Regression ◽

Support Vector ◽

Least Squares Regression

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Comparison between Partial Least Squares Regression and Support Vector Machine for Freeway Incident Detection

2007 IEEE Intelligent Transportation Systems Conference ◽

10.1109/itsc.2007.4357653 ◽

2007 ◽

Cited By ~ 2

Author(s):

Wei Wang ◽

Shuyan Chen ◽

Gaofeng Qu

Keyword(s):

Support Vector Machine ◽

Least Squares ◽

Partial Least Squares ◽

Partial Least Squares Regression ◽

Support Vector ◽

Incident Detection ◽

Least Squares Regression

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Comparison of Partial Least Squares Regression and H-Point Standard Addition Method for Simultaneous Spectrophotometric Determination of Zinc, Cobalt and Nickel by 1-(2-Pyridylazo)2-Naphthol in Micellar Media

Microchimica Acta ◽

10.1007/s00604-004-0281-8 ◽

2004 ◽

Vol 148 (3-4) ◽

pp. 317-326 ◽

Cited By ~ 10

Author(s):

Abbas Afkhami ◽

Morteza Bahram ◽

Ali Reza Zarei

Keyword(s):

Least Squares ◽

Partial Least Squares ◽

Spectrophotometric Determination ◽

Partial Least Squares Regression ◽

Standard Addition ◽

Least Squares Regression ◽

Micellar Media ◽

Addition Method ◽

Cobalt And Nickel

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Determination of sugars in depilatory formulations: A green analytical method employing infrared detection and partial least squares regression

Talanta ◽

10.1016/j.talanta.2011.06.040 ◽

2011 ◽

Vol 85 (4) ◽

pp. 1721-1729 ◽

Cited By ~ 9

Author(s):

Mercedes Cascant ◽

Julia Kuligowski ◽

Salvador Garrigues ◽

Miguel de la Guardia

Keyword(s):

Least Squares ◽

Partial Least Squares ◽

Analytical Method ◽

Partial Least Squares Regression ◽

Infrared Detection ◽

Least Squares Regression

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Three-way partial least-squares regression for the simultaneous kinetic-enzymatic determination of xanthine and hypoxanthine in human urine

Analytical and Bioanalytical Chemistry ◽

10.1007/s00216-005-3275-4 ◽

2005 ◽

Vol 382 (6) ◽

pp. 1380-1388 ◽

Cited By ~ 26

Author(s):

José Manuel Amigo ◽

Jordi Coello ◽

Santiago Maspoch

Keyword(s):

Least Squares ◽

Partial Least Squares ◽

Human Urine ◽

Partial Least Squares Regression ◽

Least Squares Regression ◽

Enzymatic Determination

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DETERMINATION OF BRACHIARIA SPP. FORAGE QUALITY BY NEAR-INFRARED SPECTROSCOPY AND PARTIAL LEAST SQUARES REGRESSION

Journal of the Chilean Chemical Society ◽

10.4067/s0717-97072017000200010 ◽

2017 ◽

Vol 62 (2) ◽

pp. 3472-3477 ◽

Cited By ~ 2

Author(s):

MARIEL MONRROY ◽

DEHYLIS GUTIÉRREZ ◽

MARISSA MIRANDA ◽

KARLA HERNÁNDEZ ◽

JOSÉ RENÁN GARCÍA

Keyword(s):

Infrared Spectroscopy ◽

Least Squares ◽

Partial Least Squares ◽

Near Infrared Spectroscopy ◽

Partial Least Squares Regression ◽

Near Infrared ◽

Forage Quality ◽

Least Squares Regression

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Evaluation of partial least-squares regression with multivariate analytical figures of merit for determination of 10 pesticides in milk

International Journal of Environmental & Analytical Chemistry ◽

10.1080/03067319.2020.1745198 ◽

2020 ◽

pp. 1-11

Author(s):

Farnoosh Koleini ◽

Parvaneh Balsini ◽

Hadi Parastar

Keyword(s):

Least Squares ◽

Partial Least Squares ◽

Partial Least Squares Regression ◽

Least Squares Regression ◽

Figures Of Merit ◽

Analytical Figures Of Merit

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Quantitative determination of polyphosphate in sediments using Attenuated Total Reflectance-Fourier Transform Infrared (ATR-FTIR) spectroscopy and partial least squares regression

The Analyst ◽

10.1039/c2an35289c ◽

2012 ◽

Vol 137 (16) ◽

pp. 3704 ◽

Cited By ~ 21

Author(s):

Aazam Khoshmanesh ◽

Perran L. M. Cook ◽

Bayden R. Wood

Keyword(s):

Fourier Transform ◽

Quantitative Determination ◽

Ftir Spectroscopy ◽

Least Squares ◽

Partial Least Squares ◽

Partial Least Squares Regression ◽

Attenuated Total Reflectance ◽

Least Squares Regression ◽

Total Reflectance

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Direct determination of leather dyes by visible reflectance spectroscopy using partial least-squares regression

Analytica Chimica Acta ◽

10.1016/s0003-2670(00)00976-4 ◽

2000 ◽

Vol 419 (2) ◽

pp. 209-214 ◽

Cited By ~ 12

Author(s):

M Blanco ◽

T Canals ◽

J Coello ◽

J Gené ◽

H Iturriaga ◽

...

Keyword(s):

Least Squares ◽

Partial Least Squares ◽

Partial Least Squares Regression ◽

Direct Determination ◽

Reflectance Spectroscopy ◽

Least Squares Regression ◽

Visible Reflectance

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