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Jakob Raymaekers
Jakob Raymaekers
Verified email at maastrichtuniversity.nl
Title
Cited by
Cited by
Year
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
482018
Transforming variables to central normality
J Raymaekers, PJ Rousseeuw
Machine Learning, 1-23, 2021
332021
Fast robust correlation for high-dimensional data
J Raymaekers, PJ Rousseeuw
Technometrics 63 (2), 184-198, 2021
202021
cellWise: Analyzing data with cellwise outliers
J Raymaekers, P Rousseeuw, W Van den Bossche, M Hubert
CRAN, R package version 2 (0), 467, 2019
202019
A generalized spatial sign covariance matrix
J Raymaekers, P Rousseeuw
Journal of Multivariate Analysis 171, 94-111, 2019
132019
Finding outliers in surface data and video
M Hubert, J Raymaekers, PJ Rousseeuw, P Segaert
arXiv preprint arXiv:1601.08133, 2016
82016
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
72021
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
72020
Pooled variable scaling for cluster analysis
J Raymaekers, RH Zamar
Bioinformatics 36 (12), 3849-3855, 2020
62020
Dissimilar symmetric word pairs in the human genome
AH Tavares, J Raymaekers, PJ Rousseeuw, RM Silva, CAC Bastos, ...
International Conference on Practical Applications of Computational Biology …, 2017
42017
Class maps for visualizing classification results
J Raymaekers, PJ Rousseeuw, M Hubert
Technometrics 64 (2), 151-165, 2022
32022
Handling cellwise outliers by sparse regression and robust covariance
J Raymaekers, PJ Rousseeuw
Journal of Data Science, Statistics, and Visualisation 1 (3), 2021
32021
Flagging and handling cellwise outliers by robust estimation of a covariance matrix
J Raymaekers, PJ Rousseeuw
arXiv preprint arXiv:1912.12446, 2019
32019
classmap: Visualizing Classification Results
J Raymaekers, P Rousseeuw
22021
Visualizing classification results
J Raymaekers, PJ Rousseeuw, M Hubert
arXiv preprint ArXiv:2007.14495 [Cs, Stat], 2020
22020
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
22020
Clustering genomic words in human DNA using peaks and trends of distributions
AH Tavares, J Raymaekers, PJ Rousseeuw, P Brito, V Afreixo
Advances in Data Analysis and Classification 14 (1), 57-76, 2020
22020
Comparing reverse complementary genomic words based on their distance distributions and frequencies
AH Tavares, J Raymaekers, PJ Rousseeuw, RM Silva, CAC Bastos, ...
Interdisciplinary Sciences: Computational Life Sciences 10 (1), 1-11, 2018
22018
The Cellwise Minimum Covariance Determinant Estimator
J Raymaekers, PJ Rousseeuw
arXiv preprint arXiv:2207.13493, 2022
12022
Weight-of-evidence through shrinkage and spline binning for interpretable nonlinear classification
J Raymaekers, W Verbeke, T Verdonck
Applied Soft Computing 115, 108160, 2022
12022
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