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Roman M Balabin

AuthID: R-00M-1KT

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Confirmed Publications: 84

31

TITLE: Melamine detection by mid- and near-infrared (MIR/NIR) spectroscopy: A quick and sensitive method for dairy products analysis including liquid milk, infant formula, and milk powder Full Text
AUTHORS: Balabin, Roman M. ; Sergey V Smirnov;
PUBLISHED: 2011, SOURCE: Talanta, VOLUME: 85, ISSUE: 1

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32

TITLE: Near-infrared (NIR) spectroscopy for biodiesel analysis: Fractional composition, iodine value, and cold filter plugging point from one vibrational spectrum Full Text
AUTHORS: Balabin, Roman M. ; Ravilya Z Safieva;
PUBLISHED: 2011, SOURCE: Energy and Fuels, VOLUME: 25, ISSUE: 5

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33

TITLE: Near-infrared (NIR) spectroscopy for motor oil classification: From discriminant analysis to support vector machines Full Text
AUTHORS: Balabin, Roman M. ; Ravilya Z Safieva; Ekaterina I Lomakina;
PUBLISHED: 2011, SOURCE: Microchemical Journal, VOLUME: 98, ISSUE: 1

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34

TITLE: Neural network (ANN) approach to biodiesel analysis: Analysis of biodiesel density, kinematic viscosity, methanol and water contents using near infrared (NIR) spectroscopy Full Text
AUTHORS: Balabin, Roman M. ; Ekaterina I Lomakina; Ravilya Z Safieva;
PUBLISHED: 2011, SOURCE: Fuel, VOLUME: 90, ISSUE: 5

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35

TITLE: On the relation between basis set convergence and electron correlation: A critical test for modern ab initio quantum chemistry on a ''mindless'' data set Full Text
AUTHORS: Balabin, Roman M. ;
PUBLISHED: 2011, SOURCE: Structural Chemistry, VOLUME: 22, ISSUE: 5

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36

TITLE: Physical chemistry of acridine adsorption onto gold surface: The influence of nanostructure as revealed by near-infrared and tipenhanced Raman spectroscopy (TERS)
AUTHORS: Balabin, Roman M. ; Thomas Schmid; Rustem Z Syunyaev; Renato Zenobi;
PUBLISHED: 2011, SOURCE: Proceedings of SPIE - The International Society for Optical Engineering, VOLUME: 8098

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37

TITLE: Support vector machine regression (LS-SVM)an alternative to artificial neural networks (ANNs) for the analysis of quantum chemistry data Full Text
AUTHORS: Balabin, Roman M. ; Ekaterina I Lomakina;
PUBLISHED: 2011, SOURCE: Physical Chemistry Chemical Physics, VOLUME: 13, ISSUE: 24

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38

TITLE: 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 Full Text
AUTHORS: Balabin, Roman M. ; Ekaterina I Lomakina;
PUBLISHED: 2011, SOURCE: Analyst, VOLUME: 136, ISSUE: 8

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39

TITLE: The keto-enol equilibrium in substituted acetaldehydes: Focal-point analysis and ab initio limit Full Text
AUTHORS: Balabin, Roman M. ;
PUBLISHED: 2011, SOURCE: Molecular Physics, VOLUME: 109, ISSUE: 19

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40

TITLE: Variable selection in near-infrared spectroscopy: Benchmarking of feature selection methods on biodiesel data Full Text
AUTHORS: Balabin, Roman M. ; Sergey V Smirnov;
PUBLISHED: 2011, SOURCE: Analytica Chimica Acta, VOLUME: 692, ISSUE: 1-2

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