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Towards a Comprehensive Human-Centred Evaluation Framework for Explainable AI
While research on explainable AI (XAI) is booming and explanation techniques have proven promising in many application domains, standardised human-centred evaluation procedures are still missing.
Directive Explanations for Monitoring the Risk of Diabetes Onset: Introducing Directive Data-Centric Explanations and Combinations to Support What-If Explorations
Results indicate that our participants preferred our representation of data-centric explanations that provide local explanations with a global overview over other methods.
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