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Daniela Oelke

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Visual Explanations with Attributions and Counterfactuals on Time Series Classification

Jul 14, 2023
Udo Schlegel, Daniela Oelke, Daniel A. Keim, Mennatallah El-Assady

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An Empirical Study of Explainable AI Techniques on Deep Learning Models For Time Series Tasks

Dec 08, 2020
Udo Schlegel, Daniela Oelke, Daniel A. Keim, Mennatallah El-Assady

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Towards a Rigorous Evaluation of XAI Methods on Time Series

Sep 17, 2019
Udo Schlegel, Hiba Arnout, Mennatallah El-Assady, Daniela Oelke, Daniel A. Keim

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Understanding Bias in Machine Learning

Sep 02, 2019
Jindong Gu, Daniela Oelke

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