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Jakob Raymaekers
Jakob Raymaekers
Verified email at uantwerp.be
Title
Cited by
Cited by
Year
Transforming variables to central normality
J Raymaekers, PJ Rousseeuw
Machine Learning, 1-23, 2021
632021
A measure of directional outlyingness with applications to image data and video
PJ Rousseeuw, J Raymaekers, M Hubert
Journal of Computational and Graphical Statistics 27 (2), 345-359, 2018
602018
Fast robust correlation for high-dimensional data
J Raymaekers, PJ Rousseeuw
Technometrics 63 (2), 184-198, 2021
452021
cellWise: Analyzing data with cellwise outliers
J Raymaekers, P Rousseeuw, W Van den Bossche, M Hubert
CRAN, R package version 2 (0), 467, 2019
262019
A generalized spatial sign covariance matrix
J Raymaekers, P Rousseeuw
Journal of Multivariate Analysis 171, 94-111, 2019
232019
Handling cellwise outliers by sparse regression and robust covariance
J Raymaekers, PJ Rousseeuw
Journal of Data Science, Statistics, and Visualisation 1 (3), 2021
172021
Real-time discriminant analysis in the presence of label and measurement noise
I Vranckx, J Raymaekers, B De Ketelaere, PJ Rousseeuw, M Hubert
Chemometrics and Intelligent Laboratory Systems 208, 104197, 2021
162021
Real-time outlier detection for large datasets by RT-DetMCD
B De Ketelaere, M Hubert, J Raymaekers, PJ Rousseeuw, I Vranckx
Chemometrics and Intelligent Laboratory Systems 199, 103957, 2020
142020
The cellwise minimum covariance determinant estimator
J Raymaekers, PJ Rousseeuw
Journal of the American Statistical Association, 1-12, 2023
122023
Mcr: Method comparison regression
S Potapov, IF Mode, A Schuetzenmeister, E Manuilova, F Dufey, ...
R package version 1 (2), 2023
92023
Class maps for visualizing classification results
J Raymaekers, PJ Rousseeuw, M Hubert
Technometrics 64 (2), 151-165, 2022
92022
Weight-of-evidence through shrinkage and spline binning for interpretable nonlinear classification
J Raymaekers, W Verbeke, T Verdonck
Applied Soft Computing 115, 108160, 2022
92022
Pooled variable scaling for cluster analysis
J Raymaekers, RH Zamar
Bioinformatics 36 (12), 3849-3855, 2020
82020
Finding outliers in surface data and video
M Hubert, J Raymaekers, PJ Rousseeuw, P Segaert
arXiv preprint arXiv:1601.08133, 2016
82016
Challenges of cellwise outliers
J Raymaekers, PJ Rousseeuw
Econometrics and Statistics, 2024
62024
Cellwise: Analyzing data with cellwise outliers. R package version 2.2. 5
J Raymaekers, P Rousseeuw
62020
_mcr: method comparison regression. R package version 1.3. 2
S Potapov, F Model, A Schuetzenmeister, E Manuilova, F Dufey, ...
52023
Avoiding mixed-signal field returns by outlier detection of hard-to-detect defects based on multivariate statistics
N Xama, J Raymaekers, M Andraud, J Gomez, W Dobbelaere, ...
2020 IEEE European Test Symposium (ETS), 1-6, 2020
52020
cellWise: Analyzing Data with Cellwise Outliers, 2018
J Raymaekers, P Rousseeuw, W Van den Bossche
URL https://CRAN. R-project. org/package= cellWise. R package version 2 (10), 0
5
The influence function of graphical lasso estimators
G Louvet, J Raymaekers, G Van Bever, I Wilms
Econometrics and Statistics, 2023
42023
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Articles 1–20