Karlien Vanden Branden

ROBPCA: A New Approach to Robust Principal Component Analysis

Mia Hubert, Peter J. Rousseeuw, Karlien Vanden Branden · Technometrics · 2005 · 1K citations

Classical Pca, Engineering, Data Science +14

Robust methods for partial least squares regression

Mia Hubert, Karlien Vanden Branden · Journal of Chemometrics · 2003 · 260 citations

Engineering, High-dimensional Method, Robust Modeling +14

Robust classification in high dimensions based on the SIMCA Method

Karlien Vanden Branden, Mia Hubert · Chemometrics and Intelligent Laboratory Systems · 2005 · 148 citations

Data Classification, Classification Method, Machine Vision +13

Robust data imputation

Karlien Vanden Branden, Sabine Verboven · Computational Biology and Chemistry · 2008 · 62 citations

Engineering, Data Science, Robust Statistic +6

Sequential imputation for missing values

Sabine Verboven, Karlien Vanden Branden, Peter Goos · Computational Biology and Chemistry · 2007 · 58 citations

Engineering, Data Science, Incompleteness +5