Roel Henckaerts

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 4

Top Topics

Machine Learning

Computational Model

Theoretical Framework

Planning Problems

Top Venues

Expert Syst. Appl.

Publications

Freek Holvoet, Katrien Antonio, Roel Henckaerts
Neural networks for insurance pricing with frequency and severity data: a benchmark study from data preprocessing to technical tariff. CoRR (2023)
Roel Henckaerts, Katrien Antonio, Marie-Pier Côté
When stakes are high: Balancing accuracy and transparency with Model-Agnostic Interpretable Data-driven suRRogates. Expert Syst. Appl. 202 (2022)
Roel Henckaerts, Katrien Antonio, Marie-Pier Côté
Model-Agnostic Interpretable and Data-driven suRRogates suited for highly regulated industries. CoRR (2020)
Roel Henckaerts, Marie-Pier Côté, Katrien Antonio, Roel Verbelen
Boosting insights in insurance tariff plans with tree-based machine learning. CoRR (2019)