Institute for Information Systems

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1. 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 …

2. 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 …

3. Nijat Mehdiyev; Lea Götz; Johannes Lahann; Peter Fettke

   Deep learning-based clustering of processes and their visual exploration: An industry 4.0 use case for small, medium‐sized enterprises

   In: Expert Systems (EXSY), Vol. 39, Pages 1-24, Wiley, 2022.

4. 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.

5. 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, …

6. 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), …

7. Johannes Lahann; Martin Scheid; Peter Fettke

   Towards Optimal Free Trade Agreement Utilization through Deep Learning Techniques

   In: Tung Bui; Ralph Sprague (Hrsg.). Proceedings of the 53rd Annual Hawaii International Conference on System Sciences. Hawaii International …

8. Sabine Klein; Johannes Lahann; Lea Götz; Dominic Neu; Peter Pfeiffer; Adrian Rebmann; Martin Scheid; Brian Willems; Peter Fettke

   Business Process Intelligence Challenge 2020: Analysis and evaluation of a travel process

   In: Proceedings of the 2nd International Conference on Process Mining. International Conference on Process Mining (ICPM-2020), located at 2nd, October …

9. Johannes Lahann; Martin Scheid; Peter Fettke

   Utilizing Machine Learning Techniques to reveal VAT Compliance Violations in Accounting Data

   In: 2019 IEEE 21th Conference on Business Informatics (CBI). IEEE Conference on Business Informatics (CBI-2019), Business Analytics and Business Data …

10. Rocco Raso; Johannes Lahann; Peter Fettke; Peter Loos

    Walkable Graph: An Immersive Augmented Reality Interface for Performing the Memory Palace Method

    In: Association for Information Systems (AIS) (Hrsg.). 25th Americas Conference on Information Systems. Americas Conference on Information Systems …

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