Concepedia

Sabine Verboven

SV

7

Publications

915

Citations

7

H-Index

2002

Active since

Affiliations

University of Antwerp(Current)

Joint Research Centre

Sabine Verboven is an author at University of Antwerp specializing in engineering, statistics, and data science.

Top concepts

EngineeringStatisticsData ScienceData ModelingRobust ModelingInverse ProblemsLatent Variable MethodsFunctional Data AnalysisManagementRegression

Publications per year

2002–2017

7

Publications

7

LIBRA: a MATLAB library for robust analysis

Sabine Verboven, Mia Hubert · Chemometrics and Intelligent Laboratory Systems · 2004 · 399 citations

Mathematical Programming, Robust Statistic, Matlab Library +2

A fast method for robust principal components with applications to chemometrics

Mia Hubert, Peter J. Rousseeuw, Sabine Verboven · Chemometrics and Intelligent Laboratory Systems · 2002 · 247 citations

Engineering, Data Science, Pattern Recognition +11

A robust PCR method for high‐dimensional regressors

Mia Hubert, Sabine Verboven · Journal of Chemometrics · 2003 · 93 citations

Robust Pcr Method, Engineering, High-dimensional Method +11

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

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