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A Taxonomy of Artificial Intelligence for Process Mining enhancement
Nicolas Neis, Fabian Gwinner, Carolin Haueisen
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From Black Box to Glass Box: Evaluating Faithfulness of Process Predictions with GCNNs
In our paper we investigating the capabilities of different explainability methods for GNNs
Myriam Schaschek, Fabian Gwinner, Benedikt Hein, Axel Winkelmann
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From Black Box to Glass Box: Evaluating Faithfulness of Process Predictions with GCNNs
Towards Explainable Occupational Fraud Detection
Occupational fraud within companies currently causes losses of around 5% of company revenue each year. While enterprise resource …
Julian Tritscher, Daniel Schlör, Fabian Gwinner, Anna Krause, Andreas Hotho
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A financial game with opportunities for fraud
Even though companies store large amounts of business data in enterprise resource planning (ERP) systems, obtaining data for financial …
Julian Tritscher, Anna Krause, Daniel Schlör, Fabian Gwinner, Sebastian Von Mammen, Andreas Hotho
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A Meta-Model for Real-Time Fraud Detection in ERP Systems
Anna Fuchs, Kevin Fuchs, Fabian Gwinner, Axel Winkelmann
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An Industry-Agnostic Approach for the Prediction of Return Shipments
Adrian Hofmann, Fabian Gwinner, Kevin Fuchs, Axel Winkelmann
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