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Concept information

domain of artificial intelligence > explainable artificial intelligence

TERME PRÉFÉRENTIEL

explainable artificial intelligence  

DÉFINITION(S)

  • a branch of AI that brings together a body of work aimed at providing AI systems (in particular deep learning systems) with the ability to explain the results they produce in a way that is intelligible to humans, and at analysing the reliability of these systems (Source: translated from https://ia.gdria.fr/Glossaire/intelligence-artificielle-explicable/ )

CONCEPT(S) GÉNÉRIQUE(S)

CONCEPT(S) ASSOCIÉ(S)

SYNONYME(S)

  • explainable AI
  • interpretable AI
  • interpretable artificial intelligence
  • transparent AI
  • transparent artificial intelligence
  • XAI

APPARTIENT AU GROUPE

RÉFÉRENCE(S) BIBLIOGRAPHIQUE(S)

  • • Barredo Arrieta, A., Díaz-Rodríguez, N., Del Ser, J., Bennetot, A., Tabik, S., Barbado, A., Garcia, S., Gil-Lopez, S., Molina, D., Benjamins, R., Chatila, R., & Herrera, F. (2020). Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI. Information Fusion, 58, 82–115. https://doi.org/10.1016/j.inffus.2019.12.012

TRADUCTIONS

URI

http://data.loterre.fr/ark:/67375/23L-NJTDVJKV-8

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