Explainable Artificial Intelligence (XAI): A Systematic Literature Review on Taxonomies and Applications in Finance

Explainable Artificial Intelligence (XAI): A Systematic Literature Review on Taxonomies and Applications in Finance

Explainable Artificial Intelligence (XAI) is a growing area of research that aims to improve the interpretability of the not-so-informative black-box models. However, it is currently difficult to categorize an existing method in terms of its intrinsic characteristics and explainability. We provide a...

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Bibliographic Details
Main Authors: Tiago Martins, Ana Maria de Almeida, Elsa Cardoso, Luis Nunes
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
AI
artificial intelligence
financial applications
explainable machine learning
systematic literature review
XAI
Online Access:https://ieeexplore.ieee.org/document/10373833/

Internet

https://ieeexplore.ieee.org/document/10373833/

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