A Survey of Post-Hoc XAI Methods From a Visualization Perspective: Challenges and Opportunities

XAI (eXplainable AI) has become a pivotal area of research with the advancement of deep learning (DL) technologies and applications. Post-hoc explanation methods interpret deep learning predictions by uncovering the significance of input features, while visualization tools can contribute to a deep u...

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Bibliographic Details
Main Authors: Deepshikha Bhati, MD Amiruzzaman, Ye Zhao, Angela Guercio, Tram Le
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/11039632/
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