Mia Hubert - RankMe

40 papers Journal 36Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Cellwise and Casewise Robust Covariance in High Dimensions. CoRR Fabio Centofanti, Mia Hubert, Peter J. Rousseeuw
2025	J	`jnl`	Graphical tools for visualizing cellwise and casewise outliers. J. Data Sci. Stat. Vis. Mehdi Hirari, Mia Hubert, Peter J. Rousseeuw
2025	J	`jnl`	Kernel Outlier Detection. CoRR Can Hakan Dagidir, Mia Hubert, Peter J. Rousseeuw
2025	J	`jnl`	Kernel outlier detection. J. Data Sci. Stat. Vis. Can Hakan Dagidir, Mia Hubert, Peter J. Rousseeuw
2025	J	`jnl`	Multivariate Singular Spectrum Analysis by Robust Diagonalwise Low-Rank Approximation. J. Comput. Graph. Stat. Fabio Centofanti, Mia Hubert, Biagio Palumbo, Peter J. Rousseeuw
2022	J	`jnl`	Class Maps for Visualizing Classification Results. Technometrics Jakob Raymaekers, Peter J. Rousseeuw, Mia Hubert
2021	J	`jnl`	Outlier detection in non-elliptical data by kernel MRCD. Stat. Comput. Joachim Schreurs, Iwein Vranckx, Mia Hubert, Johan A. K. Suykens, Peter J. Rousseeuw
2020	J	`jnl`	Outlier detection in non-elliptical data by kernel MRCD. CoRR Joachim Schreurs, Iwein Vranckx, Bart De Ketelaere, Mia Hubert, Johan A. K. Suykens, Peter J. Rousseeuw
2020	J	`jnl`	Visualizing classification results. CoRR Jakob Raymaekers, Peter J. Rousseeuw, Mia Hubert
2019	J	`jnl`	MacroPCA: An All-in-One PCA Method Allowing for Missing Values as Well as Cellwise and Rowwise Outliers. Technometrics Mia Hubert, Peter J. Rousseeuw, Wannes Van Den Bossche
2018	J	`jnl`	Anomaly detection by robust statistics. WIREs Data Mining Knowl. Discov. Peter J. Rousseeuw, Mia Hubert
2017	J	`jnl`	Fast robust SUR with economical and actuarial applications. Stat. Anal. Data Min. Mia Hubert, Tim Verdonck, Özlem Yorulmaz
2017	J	`jnl`	Multivariate and functional classification using depth and distance. Adv. Data Anal. Classif. Mia Hubert, Peter J. Rousseeuw, Pieter Segaert
2016	J	`jnl`	Sparse PCA for High-Dimensional Data With Outliers. Technometrics Mia Hubert, Tom Reynkens, Eric Schmitt, Tim Verdonck
2015	J	`jnl`	Multivariate functional outlier detection. Stat. Methods Appl. Mia Hubert, Peter J. Rousseeuw, Pieter Segaert
2015	J	`jnl`	Rejoinder to 'multivariate functional outlier detection'. Stat. Methods Appl. Mia Hubert, Peter J. Rousseeuw, Pieter Segaert
2015	J	`jnl`	The DetS and DetMM estimators for multivariate location and scatter. Comput. Stat. Data Anal. Mia Hubert, Peter J. Rousseeuw, Dina Vanpaemel, Tim Verdonck
2013	J	`jnl`	Detecting influential data points for the Hill estimator in Pareto-type distributions. Comput. Stat. Data Anal. Mia Hubert, Goedele Dierckx, Dina Vanpaemel
2012	J	`jnl`	Editorial for the special issue on quantile regression and semiparametric methods. Comput. Stat. Data Anal. Wing Kam Fung, Xuming He, Mia Hubert, Stephen Portnoy, Huixia Judy Wang
2012	J	`jnl`	Phase and amplitude-based clustering for functional data. Comput. Stat. Data Anal. Leen Slaets, Gerda Claeskens, Mia Hubert
2011	—	`ch.`	Multivariate Techniques: Robustness. International Encyclopedia of Statistical Science Mia Hubert, Peter J. Rousseeuw
2011	J	`jnl`	Robust statistics for outlier detection. WIREs Data Mining Knowl. Discov. Peter J. Rousseeuw, Mia Hubert
2010	—	`conf`	DetMCD in a Calibration Framework. COMPSTAT Tim Verdonck, Mia Hubert, Peter J. Rousseeuw
2010	J	`jnl`	Detecting influential observations in Kernel PCA. Comput. Stat. Data Anal. Michiel Debruyne, Mia Hubert, Johan Van Horebeek
2010	J	`jnl`	Robust classification for skewed data. Adv. Data Anal. Classif. Mia Hubert, Stephan Van der Veeken
2010	J	`jnl`	Robustness of reweighted Least Squares Kernel Based Regression. J. Multivar. Anal. Michiel Debruyne, Andreas Christmann, Mia Hubert, Johan A. K. Suykens
2009	J	`jnl`	Robust PCA for skewed data and its outlier map. Comput. Stat. Data Anal. Mia Hubert, Peter J. Rousseeuw, Tim Verdonck
2009	—	`conf`	Robustness of Kernel Based Regression: A Comparison of Iterative Weighting Schemes. ICANN (1) Kris De Brabanter, Kristiaan Pelckmans, Jos De Brabanter, Michiel Debruyne, Johan A. K. Suykens, Mia Hubert, Bart De Moor
2008	J	`jnl`	An adjusted boxplot for skewed distributions. Comput. Stat. Data Anal. Mia Hubert, Ellen Vandervieren
2008	J	`jnl`	Censored depth quantiles. Comput. Stat. Data Anal. Michiel Debruyne, Mia Hubert, Stephen Portnoy, K. Vanden Branden
2008	J	`jnl`	Goodness-of-fit tests based on a robust measure of skewness. Comput. Stat. Guy Brys, Mia Hubert, Anja Struyf
2007	J	`jnl`	A robust estimator for the tail index of Pareto-type distributions. Comput. Stat. Data Anal. B. Vandewalle, Jan Beirlant, Andreas Christmann, Mia Hubert
2007	J	`jnl`	Fast cross-validation of high-breakdown resampling methods for PCA. Comput. Stat. Data Anal. Mia Hubert, Sanne Engelen
2007	J	`jnl`	Robust learning from bites for data mining. Comput. Stat. Data Anal. Andreas Christmann, Ingo Steinwart, Mia Hubert
2006	J	`jnl`	Robust measures of tail weight. Comput. Stat. Data Anal. Guy Brys, Mia Hubert, Anja Struyf
2005	J	`jnl`	ROBPCA: A New Approach to Robust Principal Component Analysis. Technometrics Mia Hubert, Peter J. Rousseeuw, Karlien Vanden Branden
2004	J	`jnl`	Fast and robust discriminant analysis. Comput. Stat. Data Anal. Mia Hubert, Katrien van Driessen
2004	J	`jnl`	Robust PCA and classification in biosciences. Bioinform. Mia Hubert, Sanne Engelen
2002	—	`conf`	Robust Principal Components Regression. COMPSTAT Sabine Verboven, Mia Hubert
1999	J	`jnl`	Depth in an Arrangement of Hyperplanes. Discret. Comput. Geom. Peter J. Rousseeuw, Mia Hubert