8 citations · 13 across the 7 of their papers we have counts for
Showing 2022Show all
2 papers · 1 filter
econ.GN2022★ 1 cited
Prescriptive maintenance with causal machine learning
Toon Vanderschueren, Robert Boute, Tim Verdonck +2
Machine maintenance is a challenging operational problem, where the goal is to plan sufficient preventive maintenance to avoid machine failures and overhauls. Maintenance is often…
cs.LG2022★ 2 cited
A new perspective on classification: optimally allocating limited resources to uncertain tasks
Toon Vanderschueren, Bart Baesens, Tim Verdonck +1
A central problem in business concerns the optimal allocation of limited resources to a set of available tasks, where the payoff of these tasks is inherently uncertain. In credit c…