Peter Fettke

1. Quantifying and Explaining Machine Learning Uncertainty in Predictive Process Monitoring: An Operations Research Perspective
   2023/04/13 by Nijat Mehdiyev, Mehdiyev, Nijat, Maxim Majlatow +3 · 3 citations
   Business, Management and Accounting · Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Big Data and Business Intelligence #Data Stream Mining Techniques #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)
2. A Discussion on Generalization in Next-Activity Prediction
   2023/09/18 by Luka Abb, Abb, Luka, Péter Pfeiffer +5 · 2 citations
   Business, Management and Accounting · Computer Science · Decision Sciences · #Business Process Modeling and Analysis #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Operating Systems (cs.OS) #Software System Performance and Reliability
3. Multivariate Business Process Representation Learning utilizing Gramian\n Angular Fields and Convolutional Neural Networks
   2021/06/15 by Péter Pfeiffer, Johannes Lahann, Pfeiffer, Peter +3 · 1 citation
   Business, Management and Accounting · Decision Sciences · #Artificial Intelligence (cs.AI) #Big Data and Business Intelligence #Business Process Modeling and Analysis #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Stock Market Forecasting Methods
4. Communicating Uncertainty in Machine Learning Explanations: A Visualization Analytics Approach for Predictive Process Monitoring
   2023/04/12 by Nijat Mehdiyev, Maxim Majlatow, Mehdiyev, Nijat +3 · 1 citation
   Business, Management and Accounting · Computer Science · #Applications (stat.AP) #Artificial Intelligence (cs.AI) #Big Data and Business Intelligence #Business Process Modeling and Analysis #Data Visualization and Analytics #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. Deep Learning based Key Information Extraction from Business Documents: Systematic Literature Review
   2024/07/23 by Alexander Rombach, Peter Fettke, Rombach, Alexander Michael +1 · 1 citation
   Computer Science · #Advanced Text Analysis Techniques
6. XABPs: Towards eXplainable Autonomous Business Processes
   2025/07/31 by Peter Fettke, Fettke, Peter, Fabiana Fournier +9 · 2 citations
   Business, Management and Accounting · #Business Process Modeling and Analysis
7. Interpretable and Explainable Machine Learning Methods for Predictive Process Monitoring: A Systematic Literature Review
   2023/12/29 by Nijat Mehdiyev, Mehdiyev, Nijat, Maxim Majlatow +3 · 1 citation
   Business, Management and Accounting · Decision Sciences · #Artificial Intelligence (cs.AI) #Big Data and Business Intelligence #Business Process Modeling and Analysis #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)