3 citations · 6 across the 3 of their papers we have counts for
3 papers
stat.AP2026
Text Data Analysis and Classification Methods - Insights from Customer Letters in Life Insurance
Andreas Groll, Marie Punsmann, Leonid Zeldin
The business of life insurance companies is characterized by long-term contracts. For this reason, data describing customers is of immense value. A portion of the data provided to…
stat.AP2024★ 3 cited
A Machine Learning-based Anomaly Detection Framework in Life Insurance Contracts
Andreas Groll, Akshat Khanna, Leonid Zeldin
Life insurance, like other forms of insurance, relies heavily on large volumes of data. The business model is based on an exchange where companies receive payments in return for th…
stat.ML2022★ 3 cited
Churn modeling of life insurance policies via statistical and machine learning methods -- Analysis of important features
Andreas Groll, Carsten Wasserfuhr, Leonid Zeldin
Life assurance companies typically possess a wealth of data covering multiple systems and databases. These data are often used for analyzing the past and for describing the present…