Michiel Debruyne

Robustness and Outlier Detection in Chemometrics

Peter J. Rousseeuw, Michiel Debruyne, Sanne Engelen et al. · Critical Reviews in Analytical Chemistry · 2006 · 156 citations

Robust Procedures, Robust Fit, Engineering +12

Model Selection in Kernel Based Regression using the Influence Function

Michiel Debruyne, Mia Hubert, Johan A. K. Suykens · 2008 · 63 citations

Engineering, Data Science, Robust Statistic +12

Robust kernel principal component analysis and classification

Michiel Debruyne, Tim Verdonck · Advances in Data Analysis and Classification · 2010 · 56 citations

Image Analysis, Machine Learning, Data Science +7

Detecting influential observations in Kernel PCA

Michiel Debruyne, Mia Hubert, Johan Van Horebeek · Computational Statistics & Data Analysis · 2009 · 39 citations

Engineering, Data Science, Data Mining +8

Robustness of reweighted Least Squares Kernel Based Regression

Michiel Debruyne, Andreas Christmann, Mia Hubert et al. · Journal of Multivariate Analysis · 2009 · 26 citations

Engineering, Least Squares Kernel, Data Science +5