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Explaining Deep Classification of Time-Series Data with Learned Prototypes

The emergence of deep learning networks raises a need for explainable AI so that users and domain experts can be confident applying them to high-risk decisions. In this paper, we leverage data from the latent space induced by deep learning models to learn stereotypical representations or “prototypes...

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Detalhes bibliográficos
Publicado no:CEUR Workshop Proc
Main Authors: Gee, Alan H., Garcia-Olano, Diego, Ghosh, Joydeep, Paydarfar, David
Formato: Artigo
Idioma:Inglês
Publicado em: 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8050893/
https://ncbi.nlm.nih.gov/pubmed/33867901
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