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Artificial intelligence explainability: the technical and ethical dimensions

In recent years, several new technical methods have been developed to make AI-models more transparent and interpretable. These techniques are often referred to collectively as ‘AI explainability’ or ‘XAI’ methods. This paper presents an overview of XAI methods, and links them to stakeholder purposes...

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Detalles Bibliográficos
Autores principales: McDermid, John A., Jia, Yan, Porter, Zoe, Habli, Ibrahim
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Royal Society Publishing 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8366909/
https://www.ncbi.nlm.nih.gov/pubmed/34398656
http://dx.doi.org/10.1098/rsta.2020.0363