Roel Henckaerts

According to our database, Roel Henckaerts authored at least 4 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

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

2022

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

2020

Model-Agnostic Interpretable and Data-driven suRRogates suited for highly regulated industries.

Roel Henckaerts, Katrien Antonio, Marie-Pier Côté

CoRR, 2020

2019

Boosting insights in insurance tariff plans with tree-based machine learning.

Roel Henckaerts, Marie-Pier Côté, Katrien Antonio, Roel Verbelen

CoRR, 2019