Concepedia

Mia Hubert

MH

71

Publications

7.8K

Citations

40

H-Index

1996

Active since

Affiliations

KU Leuven(Current)

University of Antwerp

Statistics Belgium

Mia Hubert is an author at KU Leuven specializing in engineering, statistics, and data science.

Top concepts

EngineeringStatisticsData ScienceStatistical InferenceData MiningKnowledge DiscoveryFunctional Data AnalysisPattern RecognitionComputer ScienceEstimation Theory

Publications per year

1996–2024

71

Publications

71

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 statistics for outlier detection

Peter J. Rousseeuw, Mia Hubert · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery · 2011 · 742 citations

Robust Procedures, Anomaly Detection, Several Robust Methods +14

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

Clustering in an Object-Oriented Environment

Anja Struyf, Mia Hubert, Peter J. Rousseeuw · Journal of Statistical Software · 1996 · 381 citations · Full text

Cluster Computing, Engineering, Software Engineering +21

A Robust Measure of Skewness

Guy Brys, Mia Hubert, Anja Struyf · Journal of Computational and Graphical Statistics · 2004 · 313 citations

Density Estimation, Engineering, Data Science +12

Rows per page

1–5 of 71