29 citations · 29 across the 1 of their papers we have counts for
3 papers
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…
Boosting insights in insurance tariff plans with tree-based machine learning methods
Roel Henckaerts, Marie-Pier Côté, Katrien Antonio +1
Pricing actuaries typically operate within the framework of generalized linear models (GLMs). With the upswing of data analytics, our study puts focus on machine learning methods t…