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Explainable Artificial Intelligence

Published in Communications in computer and information science • Oct 18, 2025
Authors:
Sara Pohland
,
Claire Tomlin

Abstract

There exist many methods to explain how an image classification model generates its decision, but very little work has explored methods to explain why a classifier might lack confidence in its prediction. As there are various reasons the classifier might lose confidence, it would be valuable for thi...

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