9 citations · 17 across the 6 of their papers we have counts for
Showing 2022Show all
2 papers · 1 filter
cs.LG2022
Enhancing Claim Classification with Feature Extraction from Anomaly-Detection-Derived Routine and Peculiarity Profiles
Francis Duval, Jean-Philippe Boucher, Mathieu Pigeon
Usage-based insurance is becoming the new standard in vehicle insurance; it is therefore relevant to find efficient ways of using insureds' driving data. Applying anomaly detection…
q-fin.MF2022★ 4 cited
Individual Claims Reserving using Activation Patterns
Marie Michaelides, Mathieu Pigeon, Hélène Cossette
The occurrence of a claim often impacts not one but multiple insurance coverages provided in the contract. To account for this multivariate feature, we propose a new individual cla…