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

Using dynamic loss weighting to boost improvements in forecast stability. - Daan Caljon; Jeff Vercauteren; Simon De Vos; Wouter Verbeke; Jente Van Belle (CoRR, 2024)

Uplift modeling with continuous treatments: A predict-then-optimize approach. - Simon De Vos; Christopher Bockel-Rickermann; Stefan Lessmann; Wouter Verbeke (CoRR, 2024)

Data-driven internal mobility: Similarity regularization gets the job done. - Simon De Vos; Johannes De Smedt; Marijke Verbruggen; Wouter Verbeke (Knowl. Based Syst., 2024)

Achieving Group Fairness Through Independence in Predictive Process Monitoring. - Jari Peeperkorn; Simon De Vos (CAiSE (1), 2025)

Decision-centric fairness: Evaluation and optimization for resource allocation problems. - Simon De Vos; Jente Van Belle; Andres Algaba; Wouter Verbeke; Sam Verboven (CoRR, 2025)