Feature selection using the Kalman filter for classification of multivariate data

Partial least-squares regression: a tutorial

Paul Geladi, Bruce R. Kowalski · Analytica Chimica Acta · 1986 · 6.9K citations

Business, Computer Science, Statistical Modeling +7

Elimination of Uninformative Variables for Multivariate Calibration

Vítézslav Centner, Désiré-Luc Massart, Onno E. de Noord et al. · Analytical Chemistry · 1996 · 985 citations

Computing, Data Science, Statistical Computing +12

Artificial neural networks in classification of NIR spectral data: Design of the training set

W. Wu, Beata Walczak, D.L. Massart et al. · Chemometrics and Intelligent Laboratory Systems · 1996 · 225 citations

Computing, Computer Science, Data Science +16

Comparison of regularized discriminant analysis linear discriminant analysis and quadratic discriminant analysis applied to NIR data

W. Wu, Y. Mallet, Beata Walczak et al. · Analytica Chimica Acta · 1996 · 224 citations

Computing, Computer Science, Feature Engineering +8

Interactive variable selection (IVS) for PLS. Part 1: Theory and algorithms

Fredrick Lindgren, Paul Geladi, Stefan Rännar et al. · Journal of Chemometrics · 1994 · 216 citations

Computing, Data Science, Optimization +10