Jakob Raymaekers

30 papers A 2B 1Misc 1Journal 26
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Powerful Random Forest Featuring Linear Extensions (RaFFLE).
CoRR
Jakob Raymaekers, Peter J. Rousseeuw, Thomas Servotte, Tim Verdonck, Ruicong Yao
2025 A conf
Causal discovery in mixed additive noise models.
AISTATS
Ruicong Yao, Tim Verdonck, Jakob Raymaekers
2025 A conf
Differentiable Causal Structure Learning with Identifiability by NOTIME.
AISTATS
Jeroen Berrevoets, Jakob Raymaekers, Mihaela van der Schaar, Tim Verdonck, Ruicong Yao
2025 J jnl
Independent Component Analysis by Robust Distance Correlation.
CoRR
Sarah Leyder, Jakob Raymaekers, Peter J. Rousseeuw, Tom Van Deuren, Tim Verdonck
2025 J jnl
TSLiNGAM: DirectLiNGAM Under Heavy Tails.
J. Comput. Graph. Stat.
Sarah Leyder, Jakob Raymaekers, Tim Verdonck
2024 J jnl
Fast linear model trees by PILOT.
Mach. Learn.
Jakob Raymaekers, Peter J. Rousseeuw, Tim Verdonck, Ruicong Yao
2024 J jnl
Generalized spherical principal component analysis.
Stat. Comput.
Sarah Leyder, Jakob Raymaekers, Tim Verdonck
2024 J jnl
Transforming variables to central normality.
Mach. Learn.
Jakob Raymaekers, Peter J. Rousseeuw
2023 J jnl
Fast Linear Model Trees by PILOT.
CoRR
Jakob Raymaekers, Peter J. Rousseeuw, Tim Verdonck, Ruicong Yao
2023 J jnl
Fast thresholded concordance probability for evolutionary optimization.
Swarm Evol. Comput.
Jolien Ponnet, Jakob Raymaekers, Tim Verdonck
2023 J jnl
Interpretable cost-sensitive regression through one-step boosting.
Decis. Support Syst.
Thomas Decorte, Jakob Raymaekers, Tim Verdonck
2023 J jnl
Smart initialisation and approximating loss function for robust regression.
Inf. Sci.
Thomas Servotte, Jakob Raymaekers, Tim Verdonck
2023 J jnl
robslopes: Efficient Computation of the (Repeated) Median Slope.
R J.
Jakob Raymaekers, Ku Leuven
2022 J jnl
Class Maps for Visualizing Classification Results.
Technometrics
Jakob Raymaekers, Peter J. Rousseeuw, Mia Hubert
2022 J jnl
Regularized K-means Through Hard-Thresholding.
J. Mach. Learn. Res.
Jakob Raymaekers, Ruben H. Zamar
2022 J jnl
Silhouettes and Quasi Residual Plots for Neural Nets and Tree-based Classifiers.
J. Comput. Graph. Stat.
Jakob Raymaekers, Peter J. Rousseeuw
2022 J jnl
Weight-of-evidence through shrinkage and spline binning for interpretable nonlinear classification.
Appl. Soft Comput.
Jakob Raymaekers, Wouter Verbeke, Tim Verdonck
2021 J jnl
Fast Robust Correlation for High-Dimensional Data.
Technometrics
Jakob Raymaekers, Peter J. Rousseeuw
2021 J jnl
Handling Cellwise Outliers by Sparse Regression and Robust Covariance.
J. Data Sci. Stat. Vis.
Jakob Raymaekers, Peter J. Rousseeuw
2021 J jnl
Silhouettes and quasi residual plots for neural nets and tree-based classifiers.
CoRR
Jakob Raymaekers, Peter J. Rousseeuw
2021 J jnl
Weight-of-evidence 2.0 with shrinkage and spline-binning.
CoRR
Jakob Raymaekers, Wouter Verbeke, Tim Verdonck
2020 B conf
Avoiding Mixed-Signal Field Returns by Outlier Detection of Hard-to-Detect Defects based on Multivariate Statistics.
ETS
Nektar Xama, Jakob Raymaekers, Martin Andraud, Jhon Gomez, Wim Dobbelaere, Ronny Vanhooren, Anthony Coyette, Georges G. E. Gielen
2020 J jnl
Clustering genomic words in human DNA using peaks and trends of distributions.
Adv. Data Anal. Classif.
Ana Helena Tavares, Jakob Raymaekers, Peter J. Rousseeuw, Paula Brito, Vera Afreixo
2020 J jnl
Pooled variable scaling for cluster analysis.
Bioinform.
Jakob Raymaekers, Ruben H. Zamar
2020 J jnl
Regularized K-means through hard-thresholding.
CoRR
Jakob Raymaekers, Ruben H. Zamar
2020 J jnl
Transforming variables to central normality.
CoRR
Jakob Raymaekers, Peter J. Rousseeuw
2020 J jnl
Visualizing classification results.
CoRR
Jakob Raymaekers, Peter J. Rousseeuw, Mia Hubert
2019 J jnl
A generalized spatial sign covariance matrix.
J. Multivar. Anal.
Jakob Raymaekers, Peter J. Rousseeuw
2018 J jnl
Discussion of "The power of monitoring: how to make the most of a contaminated multivariate sample".
Stat. Methods Appl.
Jakob Raymaekers, Peter J. Rousseeuw, Iwein Vranckx
2017 Misc conf
Dissimilar Symmetric Word Pairs in the Human Genome.
PACBB
Ana Helena Tavares, Jakob Raymaekers, Peter J. Rousseeuw, Raquel M. Silva, Carlos A. C. Bastos, Armando J. Pinho, Paula Brito, Vera Afreixo