Roman M. Balabin

Publications by Year

Research Areas

Spectroscopy and Chemometric Analyses, Mass Spectrometry Techniques and Applications, Spectroscopy and Quantum Chemical Studies, Spectroscopy Techniques in Biomedical and Chemical Research, Advanced Chemical Sensor Technologies

Most-Cited Works

• → 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(2011)400 cited
• → Variable selection in near-infrared spectroscopy: Benchmarking of feature selection methods on biodiesel data(2011)389 cited
• → Comparison of linear and nonlinear calibration models based on near infrared (NIR) spectroscopy data for gasoline properties prediction(2007)239 cited
• → Neural network (ANN) approach to biodiesel analysis: Analysis of biodiesel density, kinematic viscosity, methanol and water contents using near infrared (NIR) spectroscopy(2010)239 cited
• → Gasoline classification using near infrared (NIR) spectroscopy data: Comparison of multivariate techniques(2010)233 cited
• → 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(2011)228 cited
• → Support vector machine regression (LS-SVM)—an alternative to artificial neural networks (ANNs) for the analysis of quantum chemistry data?(2011)211 cited
• → Neural network approach to quantum-chemistry data: Accurate prediction of density functional theory energies(2009)178 cited
• → Single-Cell MALDI-MS as an Analytical Tool for Studying Intrapopulation Metabolic Heterogeneity of Unicellular Organisms(2010)148 cited
• → Adsorption of Petroleum Asphaltenes onto Reservoir Rock Sands Studied by Near-Infrared (NIR) Spectroscopy(2009)138 cited