Mining Actuarial Risk Predictors in Accident Descriptions Using Recurrent Neural Networks

One crucial task of actuaries is to structure data so that observed events are explained by their inherent risk factors. They are proficient at generalizing important elements to obtain useful forecasts. Although this expertise is beneficial when paired with conventional statistical models, it becom...

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Bibliographic Details
Main Authors: Jean-Thomas Baillargeon, Luc Lamontagne, Etienne Marceau
Format: Article
Language:English
Published: MDPI AG 2021-12-01
Series:Risks
Subjects:
Online Access:https://www.mdpi.com/2227-9091/9/1/7