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Researcher
Roel Henckaerts
- Disciplines:Applied economics
Affiliations
- Insurance Research Group (Research group)
Member
From1 Sep 2016 → Today
Projects
1 - 1 of 1
- Predictive modeling in Finance and Insurance.From21 Sep 2016 → 30 Sep 2021Funding: FWO Strategic Basic Research Grant
Publications
1 - 6 of 6
- When stakes are high: balancing accuracy and transparency with Model-Agnostic Interpretable Data-driven suRRogates(2022)
Authors: Roel Henckaerts, Katrien Antonio
- The added value of dynamically updating motor insurance prices with telematics collected driving behavior data(2022)
Authors: Roel Henckaerts, Katrien Antonio
Pages: 79 - 95 - Insurance pricing in the era of machine learning and telematics technology.(2021)
Authors: Roel Henckaerts, Katrien Antonio
- Boosting Insights in Insurance Tariff Plans with Tree-Based Machine Learning Methods(2021)
Authors: Roel Henckaerts, Katrien Antonio, Roel Verbelen
Pages: 255 - 285 - A data driven binning strategy for the construction of insurance tariff classes(2018)
Authors: Roel Henckaerts, Katrien Antonio, M Clijsters, Roel Verbelen
Pages: 681 - 705 - A data driven binning strategy for the construction of insurance tariff classes(2018)
Authors: Roel Henckaerts, Katrien Antonio, Roel Verbelen
Pages: 681 - 705