Sven Serneels

Partial robust M-regression

Sven Serneels, Christophe Croux, Peter Filzmoser et al. · Chemometrics and Intelligent Laboratory Systems · 2005 · 195 citations · Full text

TOMCAT: A MATLAB toolbox for multivariate calibration techniques

M. Daszykowski, Sven Serneels, Krzysztof Kaczmarek et al. · Chemometrics and Intelligent Laboratory Systems · 2006 · 195 citations

Computing, Computational Engineering, Remote Sensing +8

Principal component analysis for data containing outliers and missing elements

Sven Serneels, Tim Verdonck · Computational Statistics & Data Analysis · 2007 · 173 citations · Full text

Computing, Biostatistics, Data Science +11

Spatial Sign Preprocessing:  A Simple Way To Impart Moderate Robustness to Multivariate Estimators

Sven Serneels, Evert De Nolf, Pierre J. Van Espen · Journal of Chemical Information and Modeling · 2006 · 57 citations

Business, Biostatistics, Spatial Analysis +12

Robust continuum regression

Sven Serneels, Peter Filzmoser, Christophe Croux et al. · Chemometrics and Intelligent Laboratory Systems · 2005 · 50 citations · Full text