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Researcher
Mia Hubert
- Disciplines:Statistics
Affiliations
- Statistics and Data Science (Division)
Member
From1 Jul 2019 → Today - Statistics and Risk (Division)
Member
From1 Oct 2001 → 30 Jun 2019
Projects
1 - 8 of 8
- Computational challenges in robust statisticsFrom18 Oct 2023 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- PHD POSITION IN DATA ANALYTICS AND STATISTICAL MODELINGFrom18 Feb 2022 → TodayFunding: BOF - doctoral mandates
- Development and implementation of real-time, robust statistical methods with novel applications in food sortingFrom1 Oct 2016 → 17 Dec 2020Funding: Baekeland
- Statistical Methodology for Immense Lively Experiments (SMILE)From1 Oct 2015 → 30 Sep 2021Funding: BOF - Concerted Research Project from 1994
- Security In trusted SCADA and smart-gidsFrom1 Jan 2015 → 31 Dec 2017Funding: H2020-EU.2.1.-INDUSTRIAL LEADERSHIP - Leadership in enabling and industrial technologies (LEIT)
- Robust statistical inference for the chain-ladder methodFrom1 Jan 2015 → 31 Dec 2017Funding: FWO research grant KAN
- Robust techniques for functional data and generalized linear modelsFrom1 Oct 2013 → 30 May 2017Funding: BOF - Doctoral projects
- Model selection for tree-structured estimation schemes.From1 Jun 2011 → 31 May 2014Funding: BOF - Other initiatives
Publications
1 - 10 of 73
- Class Maps for Visualizing Classification Results(2022)
Authors: Jakob Raymaekers, Peter Rousseeuw, Mia Hubert
Pages: 151 - 165 - Editorial, special issue on "Advances in Robust Statistics"(2021)
Authors: Mia Hubert
Pages: 121 - 125 - Outlier detection in non-elliptical data by kernel MRCD.(2021)
Authors: Joachim Schreurs, Mia Hubert, Johan Suykens, Peter Rousseeuw
- Real-time discriminant analysis in the presence of label and measurement noise(2021)
Authors: Jakob Raymaekers, Bart De Ketelaere, Peter Rousseeuw, Mia Hubert
- Development of real-time, robust statistical methods for novel applications in food sorting(2020)
Authors: Iwein Vranckx, Mia Hubert, Peter Rousseeuw, Bart De Ketelaere
- Real-time outlier detection for large datasets by RT-DetMCD(2020)
Authors: Bart De Ketelaere, Mia Hubert, Jakob Raymaekers, Peter Rousseeuw, Iwein Vranckx
Pages: 1 - 10 - Robust Multivariate Statistical Methods(2020)
Authors: Mia Hubert
Pages: 107 - 122Number of pages: 16 - Robust Methods for High-Dimensional Data(2020)
Authors: Mia Hubert
Pages: 149 - 171Number of pages: 23 - MacroPCA: An All-in-One PCA Method Allowing for Missing Values as Well as Cellwise and Rowwise Outliers(2019)
Authors: Mia Hubert, Peter Rousseeuw, Wannes Van den Bossche
Pages: 459 - 473 - Fast methods for analyzing large datasets with outliers(2019)
Authors: Jakob Raymaekers, Peter Rousseeuw, Mia Hubert