Potential Applications of Explainable Artificial Intelligence to Actuarial Problems

Potential Applications of Explainable Artificial Intelligence to Actuarial Problems

Explainable artificial intelligence (XAI) is a group of techniques and evaluations that allows users to understand artificial intelligence knowledge and increase the reliability of the results produced using artificial intelligence. XAI can assist actuaries in achieving better estimations and decisi...

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Bibliographic Details
Main Authors: Catalina Lozano-Murcia, Francisco P. Romero, Jesus Serrano-Guerrero, Arturo Peralta, Jose A. Olivas
Format: Article
Language:English
Published: MDPI AG 2024-02-01
Series:Mathematics
Subjects:
machine learning
artificial intelligence
deep learning
explainable machine learning
accuracy
interpretability
Online Access:https://www.mdpi.com/2227-7390/12/5/635

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https://www.mdpi.com/2227-7390/12/5/635

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