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| Riani M, Hubert M. (2021) Editorial, special issue on "Advances in Robust Statistics". Metron. 1-5 |
| Riani M, Hubert M. (2021) Editorial, special issue on "Advances in Robust Statistics". Metron. 1-5 |
| De Ketelaere B, Hubert M, Raymaekers J, et al. (2020) Real-time outlier detection for large datasets by RT-DetMCD Chemometrics and Intelligent Laboratory Systems. 199: 103957 |
| Hubert M, Rousseeuw PJ, Van den Bossche W. (2019) MacroPCA: An All-in-One PCA Method Allowing for Missing Values as Well as Cellwise and Rowwise Outliers Technometrics. 61: 459-473 |
| Rousseeuw P, Perrotta D, Riani M, et al. (2019) Robust Monitoring of Time Series with Application to Fraud Detection Econometrics and Statistics. 9: 108-121 |
| Rousseeuw PJ, Raymaekers J, Hubert M. (2018) A Measure of Directional Outlyingness With Applications to Image Data and Video Journal of Computational and Graphical Statistics. 27: 345-359 |
| Rousseeuw PJ, Hubert M. (2017) Anomaly detection by robust statistics Wires Data Mining and Knowledge Discovery. 8 |
| Hubert M, Debruyne M, Rousseeuw PJ. (2017) Minimum covariance determinant and extensions Wires Computational Statistics. 10 |
| Hubert M, Verdonck T, Yorulmaz Ö. (2017) Fast robust SUR with economical and actuarial applications Statistical Analysis and Data Mining. 10: 77-88 |
| Engelen S, Hubert M, Branden KV. (2016) A Comparison of Three Procedures for Robust PCA in High Dimensions Austrian Journal of Statistics. 34: 117-126 |