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
In: Proceedings of the 16. International Conference on Wirtschaftsinformatik. Internationale Tagung Wirtschaftsinformatik (WI-2021) March 9-11 Duisburg-Essen Germany Seiten 1-17 Universität Duisburg-Essen 3/2021. Zur Publikation
In: Twenty-Eighth European Conference on Information Systems (ECIS2020) – A Virtual AIS Conference. European Conference on Information Systems (ECIS-2020) 28th June 15 Marrakech Morocco AISeL 6/2020. Zur Publikation
In: ECIS 2021 – 29th European Conference on Information System. European Conference on Information Systems (ECIS-2021) 29th June 14-16 Marrakech Morocco 9/2020. Zur Publikation
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
In: Witold Pedrycz, Shyi-Ming Chen (Hrsg.). Interpretable Artificial Intelligence: A Perspective of Granular Computing. ISBN 9783030649487 Springer 2/2021. Zur Publikation
In: IEEE International Conference on Industrial Informatics (INDIN), Palma de Mallorca, Spain, July 2021. Zur Publikation
In: IEEE International Conference on Industrial Cyber Physical Systems (IEEE ICPS), Victoria, Canada, May 2021. Zur Publikation
Sound and Complete Reconfiguration for a Class of Hybrid Systems
A Generic DigitalTwin Model for Artificial Intelligence Applications
Kaja Balzereit, Oliver Niggemann
In: 32nd International Workshop on Principle of Diagnosis (DX 2021), Hamburg, Germany, September 2021. Zur Publikation
In: IEEE International Conference on Industrial Cyber-Physical Systems (ICPS), Victoria, BC, Canada. Zur Publikation
In: Annual Conference of the Prognostics and Health Management Society 2021, Nashville, TN, USA. Zur Publikation
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
In: Proceedings of the 16. International Conference on Wirtschaftsinformatik. Internationale Tagung Wirtschaftsinformatik (WI-2021) March 9-11 Duisburg-Essen Germany Seiten 1-17 Universität Duisburg-Essen 3/2021. Zur Publikation
Prescriptive Progress Analytics with Deep Learning and Explainable Artificial Intellegence
In: Twenty-Eighth European Conference on Information Systems (ECIS2020) – A Virtual AIS Conference. European Conference on Information Systems (ECIS-2020) 28th June 15 Marrakech Morocco AISeL 6/2020. Zur Publikation
Local Post-Hoc Explanations for Predictive Process Monitoring in Manufacturing
In: ECIS 2021 – 29th European Conference on Information System. European Conference on Information Systems (ECIS-2021) 29th June 14-16 Marrakech Morocco 9/2020. Zur Publikation
Springer Book Chapter: "Interpretable Artificial Intelligence: A Perspective of Granular Computing"
In: Witold Pedrycz, Shyi-Ming Chen (Hrsg.). Interpretable Artificial Intelligence: A Perspective of Granular Computing. ISBN 9783030649487 Springer 2/2021. Zur Publikation
An Ensemble of Benchmarks for the valuation of AI Methods for Fault Handling in CPPS
Kaja Balzereit, Alexander Diedrich, Jonas Ginster, Stefan Windmann, Oliver Niggemann
In: IEEE International Conference on Industrial Informatics (INDIN), Palma de Mallorca, Spain, July 2021. Zur Publikation
Gradient-based Reconfiguration of Cyber-Physical Production Systems
In: IEEE International Conference on Industrial Cyber Physical Systems (IEEE ICPS), Victoria, Canada, May 2021. Zur Publikation
Sound and Complete Reconfiguration for a Class of Hybrid Systems
In: 32nd International Workshop on Principle of Diagnosis (DX 2021), Hamburg, Germany, September 2021. Zur Publikation
A Generic DigitalTwin Model for Artificial Intelligence Applications
In: IEEE International Conference on Industrial Cyber-Physical Systems (ICPS), Victoria, BC, Canada. Zur Publikation