Daniela Oelke | DeepAI

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Featured Co-authors

Jindong Gu
36 publications
Mennatallah El-Assady
31 publications
Daniel A. Keim
21 publications
Udo Schlegel
10 publications
Hiba Arnout
2 publications

research

∙ 07/14/2023

Visual Explanations with Attributions and Counterfactuals on Time Series Classification

With the rising necessity of explainable artificial intelligence (XAI), ...

0 Udo Schlegel, et al. ∙

research

∙ 12/08/2020

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

Decision explanations of machine learning black-box models are often gen...

0 Udo Schlegel, et al. ∙

research

∙ 09/16/2019

Towards A Rigorous Evaluation Of XAI Methods On Time Series

Explainable Artificial Intelligence (XAI) methods are typically deployed...

0 Udo Schlegel, et al. ∙

research

∙ 09/02/2019

Understanding Bias in Machine Learning

Bias is known to be an impediment to fair decisions in many domains such...

66 Jindong Gu, et al. ∙