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Ariana Khoujini

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#explainable ai Open access Sep 2026

On the Stability of SHAP Explanations with Incremental User Data: A Case Study in AI-Powered Fitness Apps

Abstract—Abstract—Explainable AI methods such as SHAP,which is a tool for generating Shapley Additive explanations are widely used in health and fitness applications to give reasons for predictions , but their reliability is usually studied on static datasets. Most fitness apps collect user data incrementally, leading...

Ariana Khoujini · 0 citations

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