Roman M. Balabin

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

Roman M. Balabin, Ekaterina I. Lomakina · The Analyst · 2011 · 395 citations

Engineering, Machine Learning, Fuel Science +20

Variable selection in near-infrared spectroscopy: Benchmarking of feature selection methods on biodiesel data

Roman M. Balabin, Sergey Smirnov · Analytica Chimica Acta · 2011 · 386 citations

Engineering, Machine Learning, Data Science +11

Comparison of linear and nonlinear calibration models based on near infrared (NIR) spectroscopy data for gasoline properties prediction

Roman M. Balabin, Ekaterina I. Lomakina · Chemometrics and Intelligent Laboratory Systems · 2007 · 239 citations

Engineering, Calibration, Spectroscopy +9

Neural network (ANN) approach to biodiesel analysis: Analysis of biodiesel density, kinematic viscosity, methanol and water contents using near infrared (NIR) spectroscopy

Roman M. Balabin, Ekaterina I. Lomakina · Fuel · 2010 · 238 citations

Engineering, Neural Network, Biodiesel Density +4

Gasoline classification using near infrared (NIR) spectroscopy data: Comparison of multivariate techniques

Roman M. Balabin, Ekaterina I. Lomakina · Analytica Chimica Acta · 2010 · 232 citations

Multivariate Techniques, Engineering, Data Science +9