Roel Henckaerts
Katholieke Universiteit Leuven
H-index: 5
Europe-Belgium
Top articles of Roel Henckaerts
Neural networks for insurance pricing with frequency and severity data: a benchmark study from data preprocessing to technical tariff
arXiv preprint arXiv:2310.12671
2023/10/19
Katrien Antonio
H-Index: 15
Roel Henckaerts
H-Index: 3
When stakes are high: Balancing accuracy and transparency with Model-Agnostic Interpretable Data-driven suRRogates
Expert Systems with Applications
2022/9/15
The added value of dynamically updating motor insurance prices with telematics collected driving behavior data
Insurance: Mathematics and Economics
2022/7/1
Roel Henckaerts
H-Index: 3
Katrien Antonio
H-Index: 15
Insurance pricing in the era of machine learning and telematics technology.
2021
Roel Henckaerts
H-Index: 3
Boosting insights in insurance tariff plans with tree-based machine learning methods
North American Actuarial Journal
2021/4/3
Model-Agnostic Interpretable and Data-driven suRRogates suited for highly regulated industries
stat
2020/7
