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Justificatory explanations in machine learning: for increased transparency through documenting how key concepts drive and underpin design and engineering decisions

Given the pervasiveness of AI systems and their potential negative effects on people’s lives (especially among already marginalised groups), it becomes imperative to comprehend what goes on when an AI system generates a result, and based on what reasons, it is achieved. There are consistent technica...

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Detalles Bibliográficos
Autores principales: Casacuberta, David, Guersenzvaig, Ariel, Moyano-Fernández, Cristian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer London 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8965536/
https://www.ncbi.nlm.nih.gov/pubmed/35370366
http://dx.doi.org/10.1007/s00146-022-01389-z