Alexey M. Tsikin

Independent component analysis (ICA) algorithms for improved spectral deconvolution of overlapped signals in ¹H NMR analysis: application to foods and related products

Yulia B. Monakhova, Alexey M. Tsikin, Thomas Kuballa et al. · Magnetic Resonance in Chemistry · 2014 · 49 citations

Engineering, Complex Mixtures, Chemistry +23

Independent components analysis as an alternative to principal component analysis and discriminant analysis algorithms in the processing of spectrometric data

Yu. B. Monakhova, Alexey M. Tsikin, S. P. Mushtakova · Journal of Analytical Chemistry · 2015 · 13 citations

Independent component analysis and multivariate curve resolution to improve spectral interpretation of complex spectroscopic data sets: Application to infrared spectra of marine organic matter aggregates

Yulia B. Monakhova, Alexey M. Tsikin, S. P. Mushtakova et al. · Microchemical Journal · 2014 · 11 citations

Organic Geochemistry, Environmental Chemistry, Environmental Monitoring +15

Processing of NMR, UV, and IR spectrometric data prior to chemometric simulation by independent component and principal component analysis

Yu. B. Monakhova, Alexey M. Tsikin, S. P. Mushtakova · Journal of Analytical Chemistry · 2016 · 11 citations