Katrien Antonio
Katholieke Universiteit Leuven
H-index: 21
Europe-Belgium
Top articles of Katrien Antonio
On clustering levels of a hierarchical categorical risk factor
Annals of Actuarial Science
2024/2/1
Katrien Antonio
H-Index: 15
Insurance pricing with hierarchically structured data an illustration with a workers' compensation insurance portfolio
Scandinavian Actuarial Journal
2023/10/21
Katrien Antonio
H-Index: 15
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
Modern contributions in quantitative finance: on derivatives pricing and sustainable capital
2023/10/13
An engine to simulate insurance fraud network data
arXiv preprint arXiv:2308.11659
2023/8/21
Katrien Antonio
H-Index: 15
Catastrophe risk in a stochastic multi‐population mortality model
Journal of Risk and Insurance
2023/6
Katrien Antonio
H-Index: 15
Bridging the gap between pricing and reserving with an occurrence and development model for non-life insurance claims
ASTIN Bulletin: The Journal of the IAA
2023/5
Katrien Antonio
H-Index: 15
Data-driven preventive maintenance for a heterogeneous machine portfolio
Operations Research Letters
2023/3/1
Empirical risk assessment of maintenance costs under full-service contracts
European Journal of Operational Research
2023/1/16
Modeling the Occurrence of Events Subject to a Reporting Delay via an EM Algorithm..................... Roel Verbelen, Katrien Antonio, Gerda Claeskens and Jonas Crevecoeur 394 …
Statistical Science [ISSN 0883-4237 (print); ISSN 2168-8745 (online)]
2022/8
Social network analytics for supervised fraud detection in insurance
Risk Analysis
2022/8
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
A hierarchical reserving model for reported non-life insurance claims
Insurance: Mathematics and Economics
2022/5/1
Katrien Antonio
H-Index: 15
Assessing the impact of the COVID-19 shock on a stochastic multi-population mortality model
Risks
2022/1/21
Katrien Antonio
H-Index: 15
Copula-based inference for bivariate survival data with left truncation and dependent censoring
Insurance: Mathematics and Economics
2022/11/1
When stakes are high: Balancing accuracy and transparency with Model-Agnostic Interpretable Data-driven suRRogates
Expert Systems with Applications
2022/9/15
Pricing service maintenance contracts using predictive analytics
European Journal of Operational Research
2021/4/16
Boosting insights in insurance tariff plans with tree-based machine learning methods
North American Actuarial Journal
2021/4/3
The skin-in-the-game bond: a novel sustainable capital instrument
Available at SSRN 3827001
2021/4
Katrien Antonio
H-Index: 15
Quantifying longevity gaps using micro-level lifetime data
Journal of the Royal Statistical Society Series A: Statistics in Society
2021/4
Katrien Antonio
H-Index: 15
Co-Authors
