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J

Jakob Raymaekers

university of antwerp

10H-index
71Paper Count
332Citation Count
Published Papers 12
Publication Date
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Bayesian optimal experiment design for enhanced mineral weathering with gradient boosted decision trees
errApplied Soft Computing
IF6.6
err2026-06-16
err0
PREAI
errThomas Servotte; Iris Janssens; Jakob Raymaekers; Tim Verdonck
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Practical implementation of AI in a non-academic, non-commercial Pathology laboratory: Real world experience and lessons learned
errHistopathology
IF4.1
err2025-06-17
err0
errOAAI
errFrederik Deman; Glenn Broeckx; Sabine Declercq; Quentin Degotte; Jakob Raymaekers; Roberto Salgado; Amélie Dendooven
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errSave
Robust discriminant analysis
errWILEY INTERDISCIPLINARY REVIEWS-COMPUTATIONAL STATISTICS
IF5.4
err2024-09-25
err0
PREAI
errHubert, Mia; Raymaekers, Jakob; Rousseeuw, Peter J.
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errSave
Fast linear model trees by PILOT
errMACHINE LEARNING
IF2.9
err2024-07-08
err0
errOAAI
errRaymaekers, Jakob; Rousseeuw, Peter J.; Verdonck, Tim; Yao, Ruicong
errShare
errSave
Interpretable cost-sensitive regression through one-step boosting
errDECISION SUPPORT SYSTEMS
IF6.8
err2023-12-01
err0
errOAAI
errDecorte, Thomas; Raymaekers, Jakob; Verdonck, Tim
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errSave
The Cellwise Minimum Covariance Determinant Estimator
errJOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
IF3
err2023-11-22
err7
errOAAI
errRaymaekers, Jakob; Rousseeuw, Peter J.
errShare
errSave
Fast thresholded concordance probability for evolutionary optimization
errSWARM AND EVOLUTIONARY COMPUTATION
IF8.5
err2023-04-01
err0
errOAAI
errPonnet, Jolien; Raymaekers, Jakob; Verdonck, Tim
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errSave
Weight-of-evidence through shrinkage and spline binning for interpretable nonlinear classification
errAPPLIED SOFT COMPUTING
IF6.6
err2022-01-01
err6
errOAAI
errRaymaekers, Jakob; Verbeke, Wouter; Verdonck, Tim
errShare
errSave
Transforming variables to central normality
errMACHINE LEARNING
IF2.9
err2021-03-21
err30
errOAAI
errRaymaekers, Jakob; Rousseeuw, Peter J.
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errSave
Real-time discriminant analysis in the presence of label and measurement noise
errCHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS
IF3.8
err2021-01-01
err9
errOAAI
errVranckx, Iwein; Raymaekers, Jakob; De Ketelaere, Bart; Rousseeuw, Peter J.; Hubert, Mia
errShare
errSave
Real-time outlier detection for large datasets by RT-DetMCD
errCHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS
IF3.8
err2020-04-01
err11
errOAAI
errDe Ketelaere, Bart; Hubert, Mia; Raymaekers, Jakob; Rousseeuw, Peter J.; Vranckx, Iwein
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errSave
Comparing Reverse Complementary Genomic Words Based on Their Distance Distributions and Frequencies
errINTERDISCIPLINARY SCIENCES-COMPUTATIONAL LIFE SCIENCES
IF3.9
err2017-12-06
err2
PREAI
errTavares, Ana Helena; Raymaekers, Jakob; Rousseeuw, Peter J.; Silva, Raquel M.; Bastos, Carlos A. C.; Pinho, Armando; Brito, Paula; Afreixo, Vera
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errSave

Research Directions

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Co-authors
Cooperation Journals
R
Roberto Salgado
H-index: 82 · Papers: 607
P
Peter J. Rousseeuw
H-index: 73 · Papers: 362
M
Mia Hubert
H-index: 46 · Papers: 235
B
Bart De Ketelaere
H-index: 43 · Papers: 334
W
Wouter Verbeke
H-index: 30 · Papers: 184
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