Institute for Information Systems

Page 5 of 85.

1. Dominic Neu; Johannes Lahann; Peter Fettke

   A systematic literature review on state-of-the-art deep learning methods for process prediction

   In: Artificial Intelligence Review, Vol. Online, Springer Nature, 3/2021.

2. Lea Götz; Nijat Mehdiyev; Peter Fettke

   Manufacturing Execution Systems driven Process Analytics: A Case Study from Individual Manufacturing

   In: CIRP 8th Conference on Assembly Technology and Systems. CIRP Conference on Assembly Technology and Systems (CIRP CATS-2021), Athens, Greece, Pages …

3. Meike Ullrich; Martin Forell; Constantin Houy; Peter Pfeiffer; Selina Schüler; Tobias Stottrop; Brian Willems; Peter Fettke; Andreas Oberweis

   Platform architecture for the diagram assessment domain

   In: S. Götz; L. Linsbauer; I. Schaefer; A. Wortmann (Hrsg.). Software Engineering 2021 Satellite Events. Software Engineering Conference (SE-2021), …

4. Sebastian Stephan; Johannes Lahann; Peter Fettke

   A Case Study on the Application of Process Mining in Combination with Journal Entry Tests for Financial Auditing

   In: Data Analytics, Control, and Risk Management. Hawaii International Conference on System Sciences (HICSS-2021), January 4-8, Hawaii/Virtual, HI, …

5. Nijat Mehdiyev; Peter Fettke

   Explainable Artificial Intelligence for Process Mining: A General Overview and Application of a Novel Local Explanation Approach for Predictive Process Monitoring

   In: Witold Pedrycz; Shyi-Ming Chen (Hrsg.). Interpretable Artificial Intelligence: A Perspective of Granular Computing. Chapter 1, Pages 1-28, Vol. …

6. Nijat Mehdiyev; Peter Fettke

   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, …

7. Alexandra Theobalt

   Individualization of Information-Intensive Consumer-Oriented Services. Analysis, Framework and Prototype

   Wirtschaftsinformatik - Theorie und Anwendung, Vol. 33, ISBN 978-3-8325-5236-7, Logos, Berlin, 2021.

8. Dima Panfilenko

   Viewpoint-based Flexible Information System Architectures. Procedure and Reference Engineering Models, Recommendation-based Model Transformations and Impact Analyses

   Wirtschaftsinformatik - Theorie und Anwendung, Vol. 34, ISBN 978-3-8325-5240-4, Logos, Berlin, 2021.

9. Christina Di Valentin

   Process-Driven Business Model Analysis and Adaptation: Reference Model for the Software Industry

   Wirtschaftsinformatik - Theorie und Anwendung, Vol. 35, ISBN 978-3-8325-5311-1, Logos, Berlin, 2021.

10. Peter Pfeiffer; Johannes Lahann; Peter Fettke

    Multivariate Business Process Representation Learning Utilizing Gramian Angular Fields and Convolutional Neural Networks

    In: Artem Polyvyanyy; Moe Thandar Wynn; Amy Van Looy; Manfred Reichert (Hrsg.). Business Process Management. Business Process Management (BPM-2021), …

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