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 Tafler, Bastian Pfeifer, Andreas Holzinger

Open source

DOI
10.1007/s13218-022-00781-7
Published
2022-11-07
Container
KI - Künstliche Intelligenz
Publisher
Springer Science and Business Media LLC
Open access
unknown

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BibTeX

@article{allodium:10.1007/s13218-022-00781-7,
  title = {Generating Explanations for Conceptual Validation of Graph Neural Networks: An Investigation of Symbolic Predicates Learned on Relevance-Ranked Sub-Graphs},
  author = {Bettina Finzel and Anna Saranti and Alessa Angerschmid and David Tafler and Bastian Pfeifer and Andreas Holzinger},
  year = {2022},
  journal = {KI - Künstliche Intelligenz},
  doi = {10.1007/s13218-022-00781-7},
  url = {https://doi.org/10.1007/s13218-022-00781-7}
}

RIS

TY  - JOUR
TI  - Generating Explanations for Conceptual Validation of Graph Neural Networks: An Investigation of Symbolic Predicates Learned on Relevance-Ranked Sub-Graphs
AU  - Bettina Finzel
AU  - Anna Saranti
AU  - Alessa Angerschmid
AU  - David Tafler
AU  - Bastian Pfeifer
AU  - Andreas Holzinger
PY  - 2022
JO  - KI - Künstliche Intelligenz
DO  - 10.1007/s13218-022-00781-7
UR  - https://doi.org/10.1007/s13218-022-00781-7
ER  - 

APA

Finzel, B., Saranti, A., Angerschmid, A., Tafler, D., Pfeifer, B., & Holzinger, A. (2022). Generating Explanations for Conceptual Validation of Graph Neural Networks: An Investigation of Symbolic Predicates Learned on Relevance-Ranked Sub-Graphs. KI - Künstliche Intelligenz. https://doi.org/10.1007/s13218-022-00781-7

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