66 citations · 166 across the 13 of their papers we have counts for
3 papers · 1 filter
Social network analytics for supervised fraud detection in insurance
María Óskarsdóttir, Waqas Ahmed, Katrien Antonio +4
Insurance fraud occurs when policyholders file claims that are exaggerated or based on intentional damages. This contribution develops a fraud detection strategy by extracting insi…
Pricing service maintenance contracts using predictive analytics
Laurens Deprez, Katrien Antonio, Robert Boute
As more manufacturers shift their focus from selling products to end solutions, full-service maintenance contracts gain traction in the business world. These contracts cover all ma…
When stakes are high: balancing accuracy and transparency with Model-Agnostic Interpretable Data-driven suRRogates
Roel Henckaerts, Katrien Antonio, Marie-Pier Côté
Highly regulated industries, like banking and insurance, ask for transparent decision-making algorithms. At the same time, competitive markets are pushing for the use of complex bl…