Determination of rice root density from Vis–NIR spectroscopy by support vector machine regression and spectral variable selection techniques

CATENA ◽

10.1016/j.catena.2017.05.008 ◽

2017 ◽

Vol 157 ◽

pp. 12-23 ◽

Cited By ~ 19

Author(s):

Shengxiang Xu ◽

Yongcun Zhao ◽

Meiyan Wang ◽

Xuezheng Shi

Keyword(s):

Support Vector Machine ◽

Variable Selection ◽

Nir Spectroscopy ◽

Root Density ◽

Rice Root ◽

Support Vector ◽

Support Vector Machine Regression ◽

Spectral Variable

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Support vector machine regression (SVR/LS-SVM)—an alternative to neural networks (ANN) for analytical chemistry? Comparison of nonlinear methods on near infrared (NIR) spectroscopy data

The Analyst ◽

10.1039/c0an00387e ◽

2011 ◽

Vol 136 (8) ◽

pp. 1703 ◽

Cited By ~ 186

Author(s):

Roman M. Balabin ◽

Ekaterina I. Lomakina

Keyword(s):

Analytical Chemistry ◽

Neural Networks ◽

Support Vector Machine ◽

Near Infrared ◽

Nir Spectroscopy ◽

Support Vector ◽

Spectroscopy Data ◽

Support Vector Machine Regression ◽

Nonlinear Methods

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Simultaneous chemiluminescence determination of thebaine and noscapine using support vector machine regression

Spectrochimica Acta Part A Molecular and Biomolecular Spectroscopy ◽

10.1016/j.saa.2009.12.021 ◽

2010 ◽

Vol 75 (2) ◽

pp. 867-871 ◽

Cited By ~ 12

Author(s):

Ali A. Ensafi ◽

F. Hasanpour ◽

T. Khayamian ◽

A. Mokhtari ◽

M. Taei

Keyword(s):

Support Vector Machine ◽

Support Vector ◽

Support Vector Machine Regression

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Evaluation of Least Squares Support Vector Machine Regression and other Multivariate Calibrations in Determination of Internal Attributes of Tea Beverages

Food and Bioprocess Technology ◽

10.1007/s11947-008-0101-y ◽

2008 ◽

Vol 3 (5) ◽

pp. 651-661 ◽

Cited By ~ 32

Author(s):

Xiao-li Li ◽

Yong He

Keyword(s):

Support Vector Machine ◽

Least Squares ◽

Support Vector ◽

Support Vector Machine Regression

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Support vector machine regression for predicting dimensional features of die-sinking electrical discharge machined components

Procedia CIRP ◽

10.1016/j.procir.2021.03.109 ◽

2021 ◽

Vol 99 ◽

pp. 508-513

Author(s):

Kanka Goswami ◽

G L Samuel

Keyword(s):

Support Vector Machine ◽

Electrical Discharge ◽

Support Vector ◽

Support Vector Machine Regression

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Application of adaptive Neuro-fuzzy interference system, fuzzy interference system and least squares support vector machine for rapid simultaneous spectrophotometric determination of antipsychotic drugs in binary mixtures and biological fluid

Optik ◽

10.1016/j.ijleo.2021.166569 ◽

2021 ◽

Vol 232 ◽

pp. 166569

Author(s):

Mojdeh Alibakhshi ◽

Mahmoud Reza Sohrabi ◽

Mehran Davallo

Keyword(s):

Support Vector Machine ◽

Least Squares ◽

Spectrophotometric Determination ◽

Antipsychotic Drugs ◽

Biological Fluid ◽

Support Vector ◽

Fuzzy Interference System ◽

Interference System ◽

Neuro Fuzzy

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From support vector machine learning to the determination of the minimum enclosing zone

Computers & Industrial Engineering ◽

10.1016/s0360-8352(02)00003-7 ◽

2002 ◽

Vol 42 (1) ◽

pp. 59-74 ◽

Cited By ~ 20

Author(s):

A.M. Malyscheff ◽

T.B. Trafalis ◽

S. Raman

Keyword(s):

Machine Learning ◽

Support Vector Machine ◽

Support Vector

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Exploration of Synthetic Terrestrial Snow Mass Estimation via Assimilation of AMSR‐E Brightness Temperature Spectral Differences Using the Catchment Land Surface Model and Support Vector Machine Regression

Water Resources Research ◽

10.1029/2020wr027490 ◽

2021 ◽

Vol 57 (2) ◽

Author(s):

Jing Wang ◽

Barton A. Forman ◽

Yuan Xue

Keyword(s):

Support Vector Machine ◽

Brightness Temperature ◽

Land Surface ◽

Land Surface Model ◽

Support Vector ◽

Surface Model ◽

Support Vector Machine Regression ◽

Mass Estimation ◽

Snow Mass

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Erratum to: Prognostics of Induction Motor Shaft Based on Feature Importance and Least Square Support Vector Machine Regression

International Journal of Automotive and Mechanical Engineering ◽

10.15282/ijame.18.2.2021.12.0668 ◽

2021 ◽

Vol 18 (2) ◽

pp. 8751

Author(s):

Didik Djoko Susilo ◽

A. Widodo ◽

T. Prahasto ◽

M. Nizam

Keyword(s):

Support Vector Machine ◽

Induction Motor ◽

Mechanical Engineering ◽

Least Square ◽

Support Vector ◽

Motor Shaft ◽

Support Vector Machine Regression ◽

Determination of Pineapple Ripeness Using Support Vector Machine for Philippine Standards

10.1109/iccsse52761.2021.9545163 ◽

2021 ◽

Author(s):

Erin Jelacio L. Aguilar ◽

Giann Karlo P. Borromeo ◽

Jocelyn Flores Villaverde

Keyword(s):

Support Vector Machine ◽

Support Vector

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Development of a radiative transfer model for the determination of toxic gases by Fourier transform–infrared spectroscopy with a support vector machine algorithm

Instrumentation Science & Technology ◽

10.1080/10739149.2018.1524385 ◽

2018 ◽

Vol 47 (3) ◽

pp. 264-277

Author(s):

Hyunwoo Nam ◽

Jong-Seon Kim ◽

Hyeon Jeong Kim ◽

Jae Hwan Lee ◽

Young Il Kang ◽

...

Keyword(s):

Support Vector Machine ◽

Fourier Transform ◽

Infrared Spectroscopy ◽

Radiative Transfer ◽

Radiative Transfer Model ◽

Support Vector ◽

Transfer Model ◽

Support Vector Machine Algorithm ◽

Toxic Gases

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