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Jiangshan Zhu

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Review Open access Aug 2026

Decision-oriented explainable artificial intelligence: a PDR-based review of methods, applications, and emerging frontiers

Explainable artificial intelligence (XAI) is increasingly used in consequential decisions, but method selection still requires evidence about predictive reliability, explanatory fidelity, and stakeholder usefulness. This latent Dirichlet allocation (LDA)-assisted structured review used the OpenAlex Works metadata appli...

Jiangshan Zhu · 0 citations

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