Tim Verdonck
Scholar

Tim Verdonck

Google Scholar ID: hJ4MY3gAAAAJ
Professor Statistics and Data Science, UAntwerp
statistical data scienceactuarial sciencesrobust statistics and anomaly detectionhigh-dimensional statistics
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Citations & Impact
All-time
Citations
3,275
 
H-index
26
 
i10-index
47
 
Publications
20
 
Co-authors
9
list available
Contact
No contact links provided.
Publications
9 items
Is TabPFN the Silver Bullet for Insurance Pricing?
2026
Cited
0
Foundation Models for Credit Risk Prediction: A Game Changer?
2026
Cited
0
A Model-Agnostic Bootstrap for Macro-Level Claims Reserving Under the Conditioning Principle
2026
Cited
0
Inductive inference of gradient-boosted decision trees on graphs for insurance fraud detection
2025
Cited
0
GARG-AML against Smurfing: A Scalable and Interpretable Graph-Based Framework for Anti-Money Laundering
2025
Cited
0
Independent Component Analysis by Robust Distance Correlation
2025
Cited
0
Advances in Continual Graph Learning for Anti-Money Laundering Systems: A Comprehensive Review
2025
Cited
0
A Powerful Random Forest Featuring Linear Extensions (RaFFLE)
2025
Cited
0
Resume (English only)
Co-authors
9 total
Bart Baesens
Bart Baesens
Full professor, KU Leuven
Wouter Verbeke
Wouter Verbeke
Professor of Decision Science, KU Leuven, Faculty of Economics and Business
Peter Rousseeuw
Peter Rousseeuw
KU Leuven, Belgium
Sven Serneels
Sven Serneels
Technology Director - Data Science, Aspen Technology
Co-author 5
Co-author 5
Mia Hubert
Mia Hubert
Professor of Statistics, KU Leuven
Seppe vanden Broucke
Seppe vanden Broucke
Associate Professor at UGent - Lecturer at KU Leuven
Stefan Van Aelst
Stefan Van Aelst
Professor of statistics, KU Leuven, University of Leuven