Profit maximizing logistic regression modeling for customer churn prediction. - Eugen Stripling; Seppe vanden Broucke; Katrien Antonio; Bart Baesens; Monique Snoeck (DSAA, 2015)

Profit maximizing logistic model for customer churn prediction using genetic algorithms. - Eugen Stripling; Seppe vanden Broucke; Katrien Antonio; Bart Baesens; Monique Snoeck (Swarm Evol. Comput., 2018)

Boosting insights in insurance tariff plans with tree-based machine learning. - Roel Henckaerts; Marie-Pier Côté; Katrien Antonio; Roel Verbelen (CoRR, 2019)

Modeling the number of hidden events subject to observation delay. - Jonas Crevecoeur; Katrien Antonio; Roel Verbelen (Eur. J. Oper. Res., 2019)

Model-Agnostic Interpretable and Data-driven suRRogates suited for highly regulated industries. - Roel Henckaerts; Katrien Antonio; Marie-Pier Côté (CoRR, 2020)

Social network analytics for supervised fraud detection in insurance. - María Óskarsdóttir; Waqas Ahmed; Katrien Antonio; Bart Baesens; Rémi Dendievel; Tom Donas; Tom Reynkens (CoRR, 2020)

Pricing service maintenance contracts using predictive analytics. - Laurens Deprez; Katrien Antonio; Robert N. Boute (Eur. J. Oper. Res., 2021)

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)

An engine to simulate insurance fraud network data. - Bavo D. C. Campo; Katrien Antonio (CoRR, 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)

Empirical risk assessment of maintenance costs under full-service contracts. - Laurens Deprez; Katrien Antonio; Robert N. Boute (Eur. J. Oper. Res., 2023)

Data-driven preventive maintenance for a heterogeneous machine portfolio. - Laurens Deprez; Katrien Antonio; Joachim J. Arts; Robert N. Boute (Oper. Res. Lett., 2023)

The use of IoT sensor data to dynamically assess maintenance risk in service contracts. - Stijn Loeys; Robert N. Boute; Katrien Antonio (Eur. J. Oper. Res., 2025)