Instance-dependent cost-sensitive learning: do we really need it? - Toon Vanderschueren; Wouter Verbeke; Bart Baesens; Tim Verdonck (HICSS, 2022)

Prescriptive maintenance with causal machine learning. - Toon Vanderschueren; Robert N. Boute; Tim Verdonck; Bart Baesens; Wouter Verbeke (CoRR, 2022)

Predict-then-optimize or predict-and-optimize? An empirical evaluation of cost-sensitive learning strategies. - Toon Vanderschueren; Tim Verdonck; Bart Baesens; Wouter Verbeke (Inf. Sci., 2022)

Accounting For Informative Sampling When Learning to Forecast Treatment Outcomes Over Time. - Toon Vanderschueren; Alicia Curth; Wouter Verbeke; Mihaela van der Schaar (ICML, 2023)

Learning continuous-valued treatment effects through representation balancing. - Christopher Bockel-Rickermann; Toon Vanderschueren; Jeroen Berrevoets; Tim Verdonck; Wouter Verbeke (CoRR, 2023)

NOFLITE: Learning to Predict Individual Treatment Effect Distributions. - Toon Vanderschueren; Jeroen Berrevoets; Wouter Verbeke (Trans. Mach. Learn. Res., 2023)

Robust instance-dependent cost-sensitive classification. - Simon De Vos; Toon Vanderschueren; Tim Verdonck; Wouter Verbeke (Adv. Data Anal. Classif., 2023)

Metalearners for Ranking Treatment Effects. - Toon Vanderschueren; Wouter Verbeke; Felipe Moraes; Hugo Manuel Proença (CoRR, 2024)

Network Analytics for Anti-Money Laundering - A Systematic Literature Review and Experimental Evaluation. - Bruno Deprez; Toon Vanderschueren; Bart Baesens; Tim Verdonck; Wouter Verbeke (CoRR, 2024)

Sources of Gain: Decomposing Performance in Conditional Average Dose Response Estimation. - Christopher Bockel-Rickermann; Toon Vanderschueren; Tim Verdonck; Wouter Verbeke (CoRR, 2024)

A new perspective on classification: Optimally allocating limited resources to uncertain tasks. - Toon Vanderschueren; Bart Baesens; Tim Verdonck; Wouter Verbeke (Decis. Support Syst., 2024)

Using representation balancing to learn conditional-average dose responses from clustered data. - Christopher Bockel-Rickermann; Toon Vanderschueren; Jeroen Berrevoets; Tim Verdonck; Wouter Verbeke (Trans. Mach. Learn. Res., 2025)