Institute for Information Systems

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1. Peter Fettke

   Fünf Visionen für den Einsatz künstlicher Intelligenz im Steuerbereich

   In: Stefan Groß (Hrsg.). Rethinking Tax (RET), Vol. 03 2024, Pages 52-58, Fachmedien Otto Schmidt, Düsseldorf, 5/2024.

2. Nijat Mehdiyev; Maxim Majlatow; Peter Fettke

   Quantifying and explaining machine learning uncertainty in predictive process monitoring: an operations research perspective

   In: Annals of Operations Research (AOR), Pages 1-40, Springer, 4/2024.

3. Alexander Berrang; Cai Hussung; Sarah Rübel; Eva Poxleitner; Peter Fettke

   The Adaptive Triplet: Integration of AI-based Learning into the Digital Twin

   Whitepaper, 2/2024.

4. Andreas Emrich; Oliver Gutermuth; Michael Frey; Peter Fettke; Peter Loos

   Towards a Model Factory Experimentation Environment for Cyber-Physical Twins

   In: Tung Bui (Hrsg.). Proceedings of the 57th Hawaiian International Conference on Systems Science. Hawaii International Conference on System Sciences …

5. Nijat Mehdiyev; Maxim Majlatow; Peter Fettke

   Counterfactual Explanations in the Big Picture: An Approach for Process Prediction-Driven Job-Shop Scheduling Optimization

   In: Cognitive Computation, Pages 1-27, Springer, 2024.

6. Sarah Rübel; Alexander Berrang; Cai Hussung; Tobias Mahl; Peter Fettke

   Charting the Course: A Business Model Taxonomy for LMS

   In: Eduardo Acosta Llano; Iain Bitran; Leandro Bitetti; Steffen Conn; Alex Mitsis; Paavo Ritala; Marko Torkkeli; Jialei Yang (Hrsg.). International …

7. Andreas Emrich; Janaki Viswanathan; Michael Frey; Peter Fettke; Peter Loos

   AI-driven Knee Posture Detection in Cycle Training using IMUs

   In: Theresa Züger; Hadi Asghari (Hrsg.). AI Systems for the Public Interest. AI Systems for the Public Interest, located at 46th German Conference on …

8. Johannes Lahann; Peter Pfeiffer; Peter Fettke

   LSTM-based Anomaly Detection of Process Instances: Benchmark and Tweaks

   In: Proceedings of the 4th International Conference on Process Mining (Workshops). International Conference on Process Mining (ICPM-2022), Process …

9. Peter Pfeiffer; Johannes Lahann; Peter Fettke

   The Label Ambiguity Problem in Process Prediction

   In: Cristina Cabanillas; Niels Frederik Garmann-Johnsen; Agnes Koschmider (Hrsg.). Business Process Management Workshops. International Workshop on …

10. Peter Fettke; Alexander Michael Rombach

    Towards Automated Process Planning and Mining

    In: Giuseppe De Giacomo; Antonella Guzzo; Marco Montali; Lior Limonad; Fabiana Fournier; Tagatha Chakraborti (Hrsg.). Process Management in the AI Era …

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