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
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
2,327
 
H-index
23
 
i10-index
41
 
Publications
20
 
Co-authors
9
list available
Contact
No contact links provided.
Publications
6 items
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
Network Analytics for Anti-Money Laundering - A Systematic Literature Review and Experimental Evaluation
arXiv.org · 2024
Cited
3
Resume (English only)
Research Experience
  • Holds multiple positions and chairs in academic committees and management bodies, such as the Chair of the Department Council of Mathematics, Chair of the Education Committee of Mathematics, etc.
Background
  • Professor, with research interests in mathematics.
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