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FT-IR spectroscopy combined with a nonlinear Support Vector Regression is a very powerful alternative tool for the quantification of protein glycosylation. SVR regression is an attractive tool to deal with the problem of non-linearities.

analyst (london. 1877. online)/analyst

A new alternative tool to analyse glycosylation in pharmaceutical proteins based on infrared spectroscopy combined with nonlinear support vector regression