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

, , , , , and . Künstliche Intell., 36 (3): 271-285 (2022)

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Be Careful When Evaluating Explanations Regarding Ground Truth., , , , , and . CoRR, (2023)Ensemble-GNN: Source Code and Data., , , , , , , , and . (August 2023)Data-Driven Identification of Clinical Real-World Expressions Linked to ICD., , , and . MIE, volume 302 of Studies in Health Technology and Informatics, page 827-828. IOS Press, (2023)Integrative hierarchical ensemble clustering for improved disease subtype discovery., , , and . BIBM, page 720-725. IEEE, (2021)Terminology Expansion via Co-occurrence Analysis of Large Clinical Real-World Datasets., , and . ICHI, page 1-2. IEEE, (2022)Parea: multi-view ensemble clustering for cancer subtype discovery., , and . CoRR, (2022)Bayesian post-hoc regularization of random forests.. CoRR, (2023)Human-in-the-Loop Integration with Domain-Knowledge Graphs for Explainable Federated Deep Learning., , , , , , , , and . CD-MAKE, volume 14065 of Lecture Notes in Computer Science, page 45-64. Springer, (2023)Parea: Multi-view ensemble clustering for cancer subtype discovery., , and . J. Biomed. Informatics, (2023)Towards multi-modal causability with Graph Neural Networks enabling information fusion for explainable AI., , , and . Inf. Fusion, (2021)