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Leveraging explanations in interactive machine learning: An overview

Explanations have gained an increasing level of interest in the AI and Machine Learning (ML) communities in order to improve model transparency and allow users to form a mental model of a trained ML model. However, explanations can go beyond this one way communication as a mechanism to elicit user c...

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Detalles Bibliográficos
Autores principales: Teso, Stefano, Alkan, Öznur, Stammer, Wolfgang, Daly, Elizabeth
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9995896/
https://www.ncbi.nlm.nih.gov/pubmed/36909207
http://dx.doi.org/10.3389/frai.2023.1066049