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Bastian Pfeifer

Feature graphs for interpretable unsupervised tree ensembles: centrality, interaction, and application in disease subtyping

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Apr 27, 2024
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Federated unsupervised random forest for privacy-preserving patient stratification

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Jan 29, 2024
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Be Careful When Evaluating Explanations Regarding Ground Truth

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Nov 08, 2023
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Explaining and visualizing black-box models through counterfactual paths

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Aug 01, 2023
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Bayesian post-hoc regularization of random forests

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Jun 06, 2023
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Parea: multi-view ensemble clustering for cancer subtype discovery

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Sep 30, 2022
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Network Module Detection from Multi-Modal Node Features with a Greedy Decision Forest for Actionable Explainable AI

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Aug 26, 2021
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