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...

पूर्ण विवरण

ग्रंथसूची विवरण

मुख्य लेखकों:	Deepshikha Bhati, MD Amiruzzaman, Ye Zhao, Angela Guercio, Tram Le
स्वरूप:	Artigo
भाषा:	Inglês
प्रकाशित:	IEEE 2025-01-01
श्रृंखला:	IEEE Access
विषय:	Deep learning visualization explainable AI (XAI) post-hoc explanation visual analytics
ऑनलाइन पहुंच:	https://ieeexplore.ieee.org/document/11039632/
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