Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI

Author:

Barredo Arrieta Alejandro,Díaz-Rodríguez Natalia,Del Ser Javier,Bennetot Adrien,Tabik Siham,Barbado Alberto,Garcia Salvador,Gil-Lopez Sergio,Molina Daniel,Benjamins Richard,Chatila Raja,Herrera Francisco

Funder

BBVA Foundation

Horizon 2020

Publisher

Elsevier BV

Subject

Hardware and Architecture,Information Systems,Signal Processing,Software

Reference426 articles.

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3. European union regulations on algorithmic decision-making and a “right to explanation”;Goodman;AI Magazine,2017

4. Can we open the black box of AI?;Castelvecchi;Nature News,2016

5. The mythos of model interpretability;Lipton;Queue,2018

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