Sven Serneels

TOMCAT: A MATLAB toolbox for multivariate calibration techniques

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

Sensor Calibration, Machine Vision, Engineering +9

Partial robust M-regression

Sven Serneels, Christophe Croux, Peter Filzmoser et al. · Chemometrics and Intelligent Laboratory Systems · 2005 · 193 citations · Full text

Partial Robust M-regression, Engineering, Robust Statistic +4

Principal component analysis for data containing outliers and missing elements

Sven Serneels, Tim Verdonck · Computational Statistics & Data Analysis · 2007 · 170 citations · Full text

Anomaly Detection, Engineering, Data Science +10

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 · 56 citations

Engineering, Spatial Uncertainty, Spatial Sign Preprocessing +16

Robust continuum regression

Sven Serneels, Peter Filzmoser, Christophe Croux et al. · Chemometrics and Intelligent Laboratory Systems · 2005 · 49 citations · Full text

Engineering, Robust Statistic, Uncertainty Quantification +5