Katrien Antonio

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 11

Top Topics

Churn Prediction

Data Preprocessing

Fraud Detection

Top Venues

Eur. J. Oper. Res.

Oper. Res. Lett.

Swarm Evol. Comput.

Publications

Bavo D. C. Campo, Katrien Antonio
An engine to simulate insurance fraud network data. CoRR (2023)
Laurens Deprez, Katrien Antonio, Joachim Arts, Robert N. Boute
Data-driven preventive maintenance for a heterogeneous machine portfolio. Oper. Res. Lett. 51 (2) (2023)
Laurens Deprez, Katrien Antonio, Robert N. Boute
Empirical risk assessment of maintenance costs under full-service contracts. Eur. J. Oper. Res. 304 (2) (2023)
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)
Laurens Deprez, Katrien Antonio, Robert N. Boute
Pricing service maintenance contracts using predictive analytics. Eur. J. Oper. Res. 290 (2) (2021)
María Óskarsdóttir, Waqas Ahmed, Katrien Antonio, Bart Baesens, Rémi Dendievel, Tom Donas, Tom Reynkens
Social network analytics for supervised fraud detection in insurance. CoRR (2020)
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)
Jonas Crevecoeur, Katrien Antonio, Roel Verbelen
Modeling the number of hidden events subject to observation delay. Eur. J. Oper. Res. 277 (3) (2019)
Eugen Stripling, Seppe vanden Broucke, Katrien Antonio, Bart Baesens, Monique Snoeck
Profit maximizing logistic model for customer churn prediction using genetic algorithms. Swarm Evol. Comput. 40 (2018)
Eugen Stripling, Seppe vanden Broucke, Katrien Antonio, Bart Baesens, Monique Snoeck
Profit maximizing logistic regression modeling for customer churn prediction. DSAA (2015)