Explainable AI (XAI): A systematic meta-survey of current challenges and future opportunities

The past decade has seen significant progress in artificial intelligence (AI), which has resulted in algorithms being adopted for resolving a variety of problems. However, this success has been met by increasing model complexity and employing black-box AI models that lack transparency. In response t...

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Vydáno v:	Knowledge-based systems Ročník 263; s. 110273
Hlavní autoři:	Saeed, Waddah, Omlin, Christian
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Elsevier B.V 05.03.2023
Témata:	Black-box Deep learning Explainable AI (XAI) Interpretable AI Machine learning Meta-survey Responsible AI Deep learning Meta-survey Black-box Explainable AI (XAI) Machine learning Responsible AI Interpretable AI
ISSN:	0950-7051, 1872-7409
On-line přístup:	Získat plný text
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