Publikationen
- Mehdiyev, N., & Fettke, P. (2021). Explainable Artificial Intelligence for Process Mining: A General Overview and Application of a Novel Local Explanation Approach for Predictive Process Monitoring. Interpretable Artificial Intelligence: A Perspective of Granular Computing, 937, 1
Explainable Artificial Intelligence (XAI) Supporting Public Administration Processes – On the Potential of XAI in Tax Audit Processes
Prescriptive Process Analytics with Deep Learning and Explainable Artificial Intellegence
Local Post-Hoc Explanations for Predictive Process Monitoring in Manufacturing
Springer Book Chapter: „Interpretable Artificial Intelligence: A Perspective of Granular Computing“
An Ensemble of Benchmarks for the valuation of AI Methods for Fault Handling in CPPS
Gradient-based Reconfiguration of Cyber-Physical Production Systems
Sound and Complete Reconfiguration for a Class of Hybrid Systems
A Generic DigitalTwin Model for Artificial Intelligence Applications
AutoConf: A New Algorithm for Reconfiguration of Cyber-Physical Production Systems
On Residual-based Diagnosis of Physical Systems
Diagnosing Systems through Approximated Information
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Kaja Balzereit, Oliver Niggemann
Publikationen
- Mehdiyev, N., & Fettke, P. (2021). Explainable Artificial Intelligence for Process Mining: A General Overview and Application of a Novel Local Explanation Approach for Predictive Process Monitoring. Interpretable Artificial Intelligence: A Perspective of Granular Computing, 937, 1