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Explainable Artificial Intelligence (XAI)

Explainable Artificial Intelligence

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TitleStatusHype
The Disagreement Problem in Faithfulness Metrics—0
A Hypothesis on Good Practices for AI-based Systems for Financial Time Series Forecasting: Towards Domain-Driven XAI Methods—0
Explaining black boxes with a SMILE: Statistical Model-agnostic Interpretability with Local ExplanationsCode1
Extracting human interpretable structure-property relationships in chemistry using XAI and large language modelsCode1
Explainable Authorship Identification in Cultural Heritage Applications: Analysis of a New PerspectiveCode0
Assessing Fidelity in XAI post-hoc techniques: A Comparative Study with Ground Truth Explanations DatasetsCode0
Transferability and explainability of deep learning emulators for regional climate model projections: Perspectives for future applications—0
Learning impartial policies for sequential counterfactual explanations using Deep Reinforcement Learning—0
Medical Image Denosing via Explainable AI Feature Preserving Loss—0
Explainable Artificial Intelligence (XAI) 2.0: A Manifesto of Open Challenges and Interdisciplinary Research Directions—0
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