Search Results - subject:"Insurance analytics"

Predicting high-cost healthcare utilization using machine learning : a multi-service risk stratification analysis in EU-based private group health insurance

Seyam, Eslam Abdelhakim - In: Risks : open access journal 13 (2025) 7, pp. 1-19

Healthcare cost acceleration and resource allocation issues have worsened across European health systems, where a small group of patients drives excessive healthcare spending. The prediction of high-cost utilization patterns is important for the sustainable management of healthcare and focused...

Persistent link: https://www.econbiz.de/10015436721

Machine learning with high-cardinality categorical features in actuarial applications

Avanzi, Benjamin; Taylor, Greg; Wang, Melantha; Wong, … - In: ASTIN bulletin : the journal of the International … 54 (2024) 2, pp. 213-238

Persistent link: https://www.econbiz.de/10015055285

Leveraging high-resolution weather information to predict hail damage claims : a spatial point process for replicated point patterns

Gao, Yixing; Shi, Peng - In: Insurance 107 (2022), pp. 161-179

Persistent link: https://www.econbiz.de/10013471207

Editorial to the virtual special issue on emerging risks and insurance technology

Feng, Runhuan; Laeven, Roger J. A.; Lin, X. Sheldon - In: Insurance 107 (2022), pp. 418-421

Persistent link: https://www.econbiz.de/10013471261

Actuarial intelligence in auto insurance : claim frequency modeling with driving behavior features and improved boosted trees

Meng, Shengwang; Gao, Yaqian; Huang, Yifan - In: Insurance 106 (2022), pp. 115-127

Persistent link: https://www.econbiz.de/10013380490

Addressing insurance of data breach cyber risks in the catastrophe framework

Wheatley, Spencer; Hofmann, Annette; Sornette, Didier - In: The Geneva papers on risk and insurance - issues and … 46 (2021) 1, pp. 53-78

Persistent link: https://www.econbiz.de/10012486353