 | 2012 |
| 16 |  | Wing-Kam Fung,
Xuming He,
Mia Hubert,
Stephen Portnoy,
Huixia Judy Wang:
Editorial for the special issue on quantile regression and semiparametric methods.
Computational Statistics & Data Analysis 56(4): 753-754 (2012) |
| 15 |  | Leen Slaets,
Gerda Claeskens,
Mia Hubert:
Phase and amplitude-based clustering for functional data.
Computational Statistics & Data Analysis 56(7): 2360-2374 (2012) |
| 2011 |
| 14 |  | Peter J. Rousseeuw,
Mia Hubert:
Robust statistics for outlier detection.
Wiley Interdisc. Rew.: Data Mining and Knowledge Discovery 1(1): 73-79 (2011) |
| 2010 |
| 13 |  | Mia Hubert,
Stephan Van der Veeken:
Robust classification for skewed data.
Adv. Data Analysis and Classification 4(4): 239-254 (2010) |
| 12 |  | Michiel Debruyne,
Mia Hubert,
Johan Van Horebeek:
Detecting influential observations in Kernel PCA.
Computational Statistics & Data Analysis 54(12): 3007-3019 (2010) |
| 11 |  | Michiel Debruyne,
Andreas Christmann,
Mia Hubert,
Johan A. K. Suykens:
Robustness of reweighted Least Squares Kernel Based Regression.
J. Multivariate Analysis 101(2): 447-463 (2010) |
| 2009 |
| 10 |  | Kris De Brabanter,
Kristiaan Pelckmans,
Jos De Brabanter,
Michiel Debruyne,
Johan A. K. Suykens,
Mia Hubert,
Bart De Moor:
Robustness of Kernel Based Regression: A Comparison of Iterative Weighting Schemes.
ICANN (1) 2009: 100-110 |
| 9 |  | Mia Hubert,
Peter Rousseeuw,
Tim Verdonck:
Robust PCA for skewed data and its outlier map.
Computational Statistics & Data Analysis 53(6): 2264-2274 (2009) |
| 2008 |
| 8 |  | Michiel Debruyne,
Mia Hubert,
Stephen Portnoy,
K. Vanden Branden:
Censored depth quantiles.
Computational Statistics & Data Analysis 52(3): 1604-1614 (2008) |
| 2007 |
| 7 |  | Mia Hubert,
Sanne Engelen:
Fast cross-validation of high-breakdown resampling methods for PCA.
Computational Statistics & Data Analysis 51(10): 5013-5024 (2007) |
| 6 |  | B. Vandewalle,
J. Beirlant,
Andreas Christmann,
Mia Hubert:
A robust estimator for the tail index of Pareto-type distributions.
Computational Statistics & Data Analysis 51(12): 6252-6268 (2007) |
| 5 |  | Andreas Christmann,
Ingo Steinwart,
Mia Hubert:
Robust learning from bites for data mining.
Computational Statistics & Data Analysis 52(1): 347-361 (2007) |
| 2006 |
| 4 |  | Guy Brys,
Mia Hubert,
Anja Struyf:
Robust measures of tail weight.
Computational Statistics & Data Analysis 50(3): 733-759 (2006) |
| 2004 |
| 3 |  | Mia Hubert,
Sanne Engelen:
Robust PCA and classification in biosciences.
Bioinformatics 20(11): 1728-1736 (2004) |
| 2 |  | Mia Hubert,
Katrien van Driessen:
Fast and robust discriminant analysis.
Computational Statistics & Data Analysis 45(2): 301-320 (2004) |
| 1999 |
| 1 |  | Peter J. Rousseeuw,
Mia Hubert:
Depth in an Arrangement of Hyperplanes.
Discrete & Computational Geometry 22(2): 167-176 (1999) |