Generating Explanations for Conceptual Validation of Graph Neural Networks: An Investigation of Symbolic Predicates Learned on Relevance-Ranked Sub-Graphs

Bettina Finzel, Anna Saranti, Alessa Angerschmid, David E. Tafler, Bastian Pfeifer, Andreas Holzinger. Generating Explanations for Conceptual Validation of Graph Neural Networks: An Investigation of Symbolic Predicates Learned on Relevance-Ranked Sub-Graphs. KI, 36(3):271-285, 2022. [doi]

Authors

Bettina Finzel

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Anna Saranti

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Alessa Angerschmid

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David E. Tafler

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Bastian Pfeifer

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Andreas Holzinger

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