Publications

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Oliver Gutermuth; Constantin Houy; Peter Fettke
Robotic Process Automation for Public Administration Enhancement
In: Christian Czarnecki; Peter Fettke (Hrsg.). Robotic Process Automation - Management, Technology, Applications. Pages 1-19, ISBN 978-3-11-067668-6, …
Peter Pfeiffer; Peter Fettke
Applications of RPA in manufacturing
In: Christian Czarnecki; Peter Fettke. Robotic Process Automation. Chapter 16, Pages 315-346, ISBN 9783110676693, De Gruyter Oldenbourg, …
Nijat Mehdiyev; Constantin Houy; Oliver Gutermuth; Lea Götz; Peter Fettke
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, …
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.
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), …
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 …
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, …
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. …
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, …
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), …