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T

Tim Verdonck

department of mathematics

19H-index
170Paper Count
2.1KCitation Count
Published Papers 30
Publication Date
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Inductive inference of gradient-boosted decision trees on graphs for insurance fraud detection
errData Mining and Knowledge Discovery
IF4.3
err2026-08-04
err0
PREAI
errFélix Vandervorst; Bruno Deprez; Wouter Verbeke; Tim Verdonck
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errSave
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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errSave
Contribution of dissolved organic carbon to total alkalinity in Enhanced Weathering experiments
errApplied Geochemistry
IF3.4
err2026-01-20
err0
errOAAI
errLukas Rieder; Mathilde Hagens; Reinaldy Poetra; Alix Vidal; Tullia Calogiuri; Anna Neubeck; Abhijeet Singh; Thomas Corbett; Harun Niron; Sara Vicca; Siegfried E. Vlaeminck; Iris Janssens; Tim Verdonck; Ivan Janssens; Xuming Li; Jens S. Hammes; Jens Hartmann
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errSave
Improved gap-filling of eddy covariance CO 2 fluxes using remote sensing and environmental variables via XGBoost
errAgricultural and Forest Meteorology
IF5.7
err2025-12-18
err0
PREAI
errSimon De Cannière; Sebastian Wieneke; Thomas Servotte; Adrià Descals; Tim Verdonck; Ivan Janssens
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errSave
Precision Training Via Causal Machine Learning: Modeling Rating of Perceived Exertion in Professional Soccer Players
errINTERNATIONAL JOURNAL OF SPORTS PHYSIOLOGY AND PERFORMANCE
IF4.3
err2025-12-01
err0
PREAI
errVan Deuren, Tom; Decorte, Thomas; Catteeuw, Peter; Latre, Steven; Verdonck, Tim
errShare
errSave
Advances in Continual Graph Learning for Anti-Money Laundering Systems: A Comprehensive Review
errcomputational statistics
IF0
err2025-08-21
err0
PREAI
errBruno Deprez; Wei Wei; Wouter Verbeke; Bart Baesens; Kevin Mets; Tim Verdonck
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errSave
Diverse ensemble cost-sensitive logistic regression
errEuropean Journal of Operational Research
IF6
err2025-07-22
err0
PREAI
errBing Yang; Stefan Van Aelst; Tim Verdonck
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errSave
Can causal machine learning reveal individual bid responses of bank customers? - A study on mortgage loan applications in Belgium
errDECISION SUPPORT SYSTEMS
IF6.8
err2025-03-01
err0
PREAI
errBockel-Rickermann, C; Verboven, S; Verdonck, T; Verbeke, W
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errSave
How earthworms thrive and drive silicate rock weathering in an artificial organo-mineral system
errAPPLIED GEOCHEMISTRY
IF3.4
err2025-02-01
err0
errOAAI
errCalogiuri, Tullia; Janssens, Iris; Vidal, Alix; Van Groenigen, Jan Willem; Verdonck, Tim; Corbett, Thomas; Hartmann, Jens; Neubeck, Anna; Niron, Harun; Poetra, Reinaldy P.; Rieder, Lukas; Servotte, Thomas; Singh, Abhijeet; Van Tendeloo, Michiel; Vlaeminck, Siegfried E.; Vicca, Sara; Hagens, Mathilde
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errSave
Who is WithMe? EEG features for attention in a visual task, with auditory and rhythmic support
errFRONTIERS IN NEUROSCIENCE
IF3.2
err2025-01-10
err0
errOAAI
errTurkes, Renata; Mortier, Steven; De Winne, Jorg; Botteldooren, Dick; Devos, Paul; Latre, Steven; Verdonck, Tim
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errSave
Inferring the relationship between soil temperature and the normalized difference vegetation index with machine learning
errECOLOGICAL INFORMATICS
IF7.3
err2024-09-01
err6
errOAAI
errMortier, Steven; Hamedpour, Amir; Bussmann, Bart; Wandji, Ruth Phoebe Tchana; Latre, Steven; Sigurdsson, Bjarni D.; De Schepper, Tom; Verdonck, Tim
errShare
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
Missing Value Imputation of Wireless Sensor Data for Environmental Monitoring
errSENSORS
IF3.5
err2024-04-10
err5
errOAAI
errDecorte, Thomas; Mortier, Steven; Lembrechts, Jonas J.; Meysman, Filip J. R.; Latre, Steven; Mannens, Erik; Verdonck, Tim
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errSave
A new perspective on classification: Optimally allocating limited resources to uncertain tasks
errDECISION SUPPORT SYSTEMS
IF6.8
err2024-04-01
err1
errOAAI
errVanderschueren, Toon; Baesens, Bart; Verdonck, Tim; Verbeke, Wouter
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errSave
Classification of Targets and Distractors in an Audiovisual Attention Task Based on Electroencephalography
errSENSORS
IF3.5
err2023-12-03
err3
errOAAI
errMortier, Steven; Turkes, Renata; De Winne, Jorg; Van Ransbeeck, Wannes; Botteldooren, Dick; Devos, Paul; Latre, Steven; Leman, Marc; Verdonck, Tim
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
errShare
errSave
Fraud analytics: A decade of research Organizing challenges and solutions in the field
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2023-12-01
err5
errOAAI
errBockel-Rickermann, Christopher; Verdonck, Tim; Verbeke, Wouter
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errSave
Practicable optimization for portfolios that contain nonfungible tokens
errFINANCE RESEARCH LETTERS
IF6.9
err2023-07-01
err3
PREAI
errMenvouta, Emmanuel Jordy; Serneels, Sven; Verdonck, Tim
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errSave
Optimizing the preventive maintenance frequency with causal machine
errINTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS
IF10
err2023-04-01
err4
errOAAI
errVanderschueren, Toon; Boute, Robert; Verdonck, Tim; Baesens, Bart; Verbeke, Wouter
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

Research Directions

No research directions
Co-authors
Cooperation Journals
I
Ivan A. Janssens
H-index: 120 · Papers: 709
P
Peter J. Rousseeuw
H-index: 73 · Papers: 362
B
Bart Baesens
H-index: 69 · Papers: 510
J
Jens Hartmann
H-index: 67 · Papers: 405
J
Jan Willem van Groenigen
H-index: 64 · Papers: 257
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