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Gaussian process regression for automated signal tracking in step-wise perturbed Nuclear Magnetic Resonance spectra.
Maciej Zieba
Piotr Klukowski
Adam Gonczarek
Yaroslav Nikolaev
Michal J. Walczak
Published in:
Appl. Soft Comput. (2018)
Keyphrases
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gaussian process regression
step wise
nuclear magnetic resonance
nmr spectra
gaussian processes
gaussian process
particle filter
protein structure
non stationary
machine learning
chemical compounds
data mining
protein sequences
principal component analysis
high resolution
feature vectors
high quality