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2020 – today
- 2024
[b1]Anna Himmelhuber:
Combining Symbolic and Sub-symbolic Methods for explaining Graph Neural Networks. Technical University of Munich, Germany, 2024- 2023
- [p1]Anna Himmelhuber, Stephan Grimm, Mitchell Joblin, Sonja Zillner, Thomas A. Runkler:
Combining Sub-Symbolic and Symbolic Methods for Explainability. Compendium of Neurosymbolic Artificial Intelligence 2023: 559-576 - 2022
- [c6]Caglar Demir, Anna Himmelhuber, Yushan Liu, Alexander Bigerl, Diego Moussallem, Axel-Cyrille Ngonga Ngomo
:
Rapid Explainability for Skill Description Learning. ISWC (Posters/Demos/Industry) 2022 - [c5]Anna Himmelhuber, Dominik Dold, Stephan Grimm, Sonja Zillner, Thomas A. Runkler:
Detection, Explanation and Filtering of Cyber Attacks Combining Symbolic and Sub-Symbolic Methods. SSCI 2022: 381-388 - [i4]Anna Himmelhuber, Dominik Dold, Stephan Grimm, Sonja Zillner, Thomas A. Runkler:
Detection, Explanation and Filtering of Cyber Attacks Combining Symbolic and Sub-Symbolic Methods. CoRR abs/2212.13991 (2022) - 2021
- [c4]Anna Himmelhuber, Sonja Zillner, Stephan Grimm, Martin Ringsquandl, Mitchell Joblin, Thomas A. Runkler:
A New Concept for Explaining Graph Neural Networks. NeSy 2021: 1-5 - [c3]Anna Himmelhuber, Mitchell Joblin, Martin Ringsquandl, Thomas A. Runkler:
Demystifying Graph Neural Network Explanations. PKDD/ECML Workshops (1) 2021: 67-75 - [c2]Anna Himmelhuber, Stephan Grimm, Sonja Zillner, Mitchell Joblin, Martin Ringsquandl, Thomas A. Runkler:
Combining Sub-symbolic and Symbolic Methods for Explainability. RuleML+RR 2021: 172-187 - [i3]Anna Himmelhuber, Mitchell Joblin, Martin Ringsquandl, Thomas A. Runkler:
Demystifying Graph Neural Network Explanations. CoRR abs/2111.12984 (2021) - [i2]Anna Himmelhuber, Stephan Grimm, Thomas A. Runkler, Sonja Zillner:
Ontology-Based Skill Description Learning for Flexible Production Systems. CoRR abs/2111.13142 (2021) - [i1]Anna Himmelhuber, Stephan Grimm, Sonja Zillner, Mitchell Joblin, Martin Ringsquandl, Thomas A. Runkler:
Combining Sub-Symbolic and Symbolic Methods for Explainability. CoRR abs/2112.01844 (2021) - 2020
- [c1]Anna Himmelhuber, Stephan Grimm, Thomas A. Runkler, Sonja Zillner:
Ontology-Based Skill Description Learning for Flexible Production Systems. ETFA 2020: 975-981
Coauthor Index
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