Partial least squares-discriminant analysis (PLS-DA) is a versatile algorithm that can be
used for predictive and descriptive modelling as well as for discriminative variable selection …

The life sciences are currently being transformed by an unprecedented wave of
developments in molecular analysis, which include important advances in instrumental …

Partial least squares discriminant analysis (PLS‐DA) has been available for nearly 20 years
yet is poorly understood by most users. By simple examples, it is shown graphically and …

Fast-scan cyclic voltammetry (FSCV) at carbon-fiber microelectrodes (CFMEs) is a versatile
electrochemical technique to probe neurochemical dynamics in vivo. Progress in FSCV …

The increasing interest in Support Vector Machines (SVMs) over the past 15 years is
described. Methods are illustrated using simulated case studies, and 4 experimental case …

Major food adulteration and contamination events seem to occur with some regularity, such
as the widely publicised adulteration of milk products with melamine and the recent …

Supramolecular analytical chemistry has emerged as a new discipline at the interface of
supramolecular and analytical chemistry. It focuses on analytical applications of molecular …

Food fingerprinting approaches are expected to become a very potent tool in authentication
processes aiming at a comprehensive characterization of complex food matrices. By non …

Chemometrics has achieved major recognition and progress in the analytical chemistry field.
In the first part of this tutorial, major achievements and contributions of chemometrics to …

ATR-FTIR spectroscopy in the combination with chemometrics has been practiced over the
past decades. Works presented in numerous disciplines provide ample empirical evidence …