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A Review of Explainable Artificial Intelligence from the Perspectives of Challenges and Opportunities

The widespread adoption of Artificial Intelligence (AI) in critical domains, such as healthcare, finance, law, and autonomous systems, has brought unprecedented societal benefits. Its black-box (sub-symbolic) nature allows AI to compute prediction without explaining the rationale to the end user, re...

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Principais autores: Sami Kabir, Mohammad Shahadat Hossain, Karl Andersson
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2025-09-01
Serier:Algorithms
Fag:
accuracy
evaluation metrics
explainable artificial intelligence (XAI)
human-centered design
interpretability
post hoc explanation
Online adgang:https://www.mdpi.com/1999-4893/18/9/556
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