Organisation
Research Centre Insurance, Leuven
Research Group
The Research Centre Insurance, Leuven, conducts research in the domains of life and non-life insurance as well as in risk management and financial mathematics.
Current researchers
1 - 10 of 20 results
- Jan Dhaene (Responsible)
- Katrien Antonio (Member)
- Dominique Beckers (Member)
- Atibhav Chaudhry (Member)
- Jonas Crèvecoeur (Member)
- Bavo De Cock (Member)
- Sander Devriendt (Member)
- Jan Dhaene (Member)
- Roel Henckaerts (Member)
- Freek Holvoet (Member)
Projects
1 - 10 of 39 results
- The use of machine learning in combination with classical statistics for better predictive modelling in insuranceFrom1 Nov 2021 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Theoretical and Practical Aspects of Advanced Risk Analytics in a Dynamic Insurance and Finance Environment.From1 Oct 2021 → TodayFunding: BOF - projects
- Causal Machine Learning in Finance and InsuranceFrom29 Sep 2021 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Herd behavior indexFrom20 Sep 2021 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Fair Valuation for Pricing claimsFrom20 Sep 2021 → TodayFunding: BOF - doctoral mandates
- Valuation and Advanced Learning methods for Emerging, global Risks In Actuarial scienceFrom24 Aug 2021 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Doctoral researcherFrom1 Jul 2021 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Implied measurement of co-movement between asset pricesFrom1 May 2021 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- VALERIA: Valuation and Advanced Learning methods for Emerging, global Risks In Actuarial scienceFrom1 Jan 2021 → TodayFunding: BOF - doctoral mandates
- Adaptation of statistical learning algorithms to actuarial applicationsFrom27 Nov 2020 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
Publications
1 - 10 of 205 results
- Insurance pricing in the era of machine learning and telematics technology.(2021)
Authors: Roel Henckaerts, Katrien Antonio
- Sparse predictive modeling techniques with applications in insurance pricing and mortality forecasting(2021)
Authors: Sander Devriendt, Katrien Antonio
- Pricing full-service maintenance contracts(2021)
Authors: Laurens Deprez, Robert Boute, Katrien Antonio
- Fair dynamic valuation of insurance liabilities via convex hedging(2021)
Authors: Ze Chen, Bingzheng Chen, Jan Dhaene, Tianyu Yang
Pages: 1 - 13Number of pages: 13 - Pricing service maintenance contracts using predictive analytics(2021)
Authors: Laurens Deprez, Katrien Antonio, Robert Boute
Pages: 530 - 545 - Generalized Boltzmann relations in semiconductors including band tails(2021)
Authors: Arnout Beckers, Dominique Beckers, Farzan Jazaeri, Bertrand Parvais, Christian Enz
Number of pages: 10 - Typical ultrasound features of various endometrial pathologies described using International Endometrial Tumor Analysis (IETA) terminology in women with abnormal uterine bleeding(2021)
Authors: Thierry Van den Bosch, Jan Verbakel, L Valentin, Laure Wynants, Bavo De Cock, MA Pascual, FPG Leone, P Sladkevicius, JL Alcazar, A Votino, et al.
Pages: 164 - 172Number of pages: 9 - Boosting Insights in Insurance Tariff Plans with Tree-Based Machine Learning Methods(2021)
Authors: Roel Henckaerts, Marie-Pier Côté, Katrien Antonio, Roel Verbelen
Pages: 255 - 285Number of pages: 31 - Sparse regression with Multi-type Regularized Feature modeling(2020)
Authors: Sander Devriendt, Katrien Antonio, Tom Reynkens, Roel Verbelen
Pages: 248 - 261 - Methods for claim reserving in non-life insurance: modeling the occurrence, reporting and development of individual claims(2020)
Authors: Jonas Crèvecoeur, Katrien Antonio