A Short Survey on Machine Learning Explainability: An Application to Periocular Recognition

Interpretability has made significant strides in recent years, enabling the formerly black-box models to reach new levels of transparency. These kinds of models can be particularly useful to broaden the applicability of machine learning-based systems to domains where—apart from the predictions—appro...

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Bibliographic Details
Main Authors: João Brito, Hugo Proença
Format: Article
Language:English
Published: MDPI AG 2021-08-01
Series:Electronics
Subjects:
Online Access:https://www.mdpi.com/2079-9292/10/15/1861