Boosting insights in insurance tariff plans with tree-based machine learning. - Roel Henckaerts; Marie-Pier Côté; Katrien Antonio; Roel Verbelen (CoRR, 2019)

Model-Agnostic Interpretable and Data-driven suRRogates suited for highly regulated industries. - Roel Henckaerts; Katrien Antonio; Marie-Pier Côté (CoRR, 2020)

When stakes are high: Balancing accuracy and transparency with Model-Agnostic Interpretable Data-driven suRRogates. - Roel Henckaerts; Katrien Antonio; Marie-Pier Côté (Expert Syst. Appl., 2022)

Neural networks for insurance pricing with frequency and severity data: a benchmark study from data preprocessing to technical tariff. - Freek Holvoet; Katrien Antonio; Roel Henckaerts (CoRR, 2023)