Peter Fettke

ORCID

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 141

Top Venues

CoRR

MKWI

Business Process Management Workshops

HICSS

Publications

Andreas Emrich, Oliver Gutermuth, Michael Frey, Peter Fettke, Peter Loos
Towards a Model Factory Experimentation Environment for Cyber-Physical Twins. HICSS (2024)
Peter Fettke, Hans-Georg Fill, Julius Köpke
Preface for Workshop Modeling in the Age of Large Language Models (LLM4Modeling). Modellierung (Workshops) (2024)
Peter Fettke
Towards theoretical foundations for large process models. Modellierung (Workshops) (2024)
Peter Fettke, Wolfgang Reisig
Towards a Theoretical Foundation of Process Science. CoRR (2024)
Nijat Mehdiyev, Lea Mayer, 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. Expert Syst. J. Knowl. Eng. 41 (2) (2024)
Nijat Mehdiyev, Maxim Majlatow, Peter Fettke
Counterfactual Explanations in the Big Picture: An Approach for Process Prediction-Driven Job-Shop Scheduling Optimization. Cogn. Comput. 16 (5) (2024)
Nijat Mehdiyev, Maxim Majlatow, Peter Fettke
Quantifying and Explaining Machine Learning Uncertainty in Predictive Process Monitoring: An Operations Research Perspective. CoRR (2023)
Luka Abb, Peter Pfeiffer, Peter Fettke, Jana-Rebecca Rehse
A Discussion on Generalization in Next-Activity Prediction. Business Process Management Workshops (2023)
Meike Ullrich, Constantin Houy, Tobias Stottrop, Michael Striewe, Brian Willems, Peter Fettke, Peter Loos, Andreas Oberweis
Automated Assessment of Conceptual Models in Education A Systematic Literature Review. Enterp. Model. Inf. Syst. Archit. Int. J. Concept. Model. 18 (2023)
Nijat Mehdiyev, Maxim Majlatow, Peter Fettke
Communicating Uncertainty in Machine Learning Explanations: A Visualization Analytics Approach for Predictive Process Monitoring. CoRR (2023)
Hans-Georg Fill, Peter Fettke, Julius Köpke
Conceptual Modeling and Large Language Models: Impressions From First Experiments With ChatGPT. Enterp. Model. Inf. Syst. Archit. Int. J. Concept. Model. 18 (2023)
Nijat Mehdiyev, Maxim Majlatow, Peter Fettke
Explainable Artificial Intelligence Meets Uncertainty Quantification for Predictive Process Monitoring. PMAI@IJCAI (2023)
Luka Abb, Peter Pfeiffer, Peter Fettke, Jana-Rebecca Rehse
A Discussion on Generalization in Next-Activity Prediction. CoRR (2023)
Nijat Mehdiyev, Maxim Majlatow, Peter Fettke
Interpretable and Explainable Machine Learning Methods for Predictive Process Monitoring: A Systematic Literature Review. CoRR (2023)
Peter Fettke, Wolfgang Reisig
A causal, time-independent synchronization pattern for collective adaptive systems. Int. J. Softw. Tools Technol. Transf. 25 (5) (2023)
Peter Fettke, Wolfgang Reisig
Modellieren mit Heraklit. Modellierung (2022)
Peter Pfeiffer, Johannes Lahann, Peter Fettke
The Label Ambiguity Problem in Process Prediction. Business Process Management Workshops (2022)
Dominik Bork, Peter Fettke, Ulrich Reimer
Workshop "Modelle und KI". Modellierung (Workshops) (2022)
Peter Fettke, Wolfgang Reisig
Systems Mining with Heraklit: The Next Step. CoRR (2022)
Peter Fettke, Wolfgang Reisig
Modellieren mit Heraklit. CoRR (2022)
Meike Ullrich, Peter Pfeiffer, Gunther Schiefer, Chantal Soyka, Tobias Stottrop, Michael Striewe, Peter Fettke, Peter Loos, Andreas Oberweis, Niclas Schaper
Piloteinsatz einer E-Assessment-Plattform für die grafische Modellierung. DELFI (2022)
Adrian Rebmann, Peter Pfeiffer, Peter Fettke, Han van der Aa
Multi-perspective Identification of Event Groups for Event Abstraction. ICPM Workshops (2022)
Peter Pfeiffer, Heike Sander, Peter Fettke, Wolfgang Reisig
Towards a Standard Process enabling AI-support for Safety and Conformity of Medical Devices. HEDA@Petri Nets (2022)
Peter Fettke, Wolfgang Reisig
Towards Axiomatic Foundations for Conceptual Modeling: An Example. CoRR (2022)
Peter Fettke, Wolfgang Reisig
Breathing Life into Models: The Next Generation of Enterprise Modeling. ICSOFT (2022)
Peter Fettke, Wolfgang Reisig
Discrete models of continuous behavior of collective adaptive systems. CoRR (2022)
Dominic A. Neu, Johannes Lahann, Peter Fettke
A systematic literature review on state-of-the-art deep learning methods for process prediction. Artif. Intell. Rev. 55 (2) (2022)
Peter Fettke, Wolfgang Reisig
Modularization, Composition, and Hierarchization of Petri Nets with Heraklit. CoRR (2022)
Sabine Klein, Andreas Emrich, Peter Fettke
Analysis of the Tool Support for Business Model Innovation. HICSS (2022)
Meike Ullrich, Peter Fettke, Peter Pfeiffer, Selina Schüler, Michael Striewe
Workshop zur Modellierung in der Hochschullehre. Modellierung (Workshops) (2022)
Peter Fettke, Alexander Rombach
Towards Automated Process Planning and Mining. PMAI@IJCAI (2022)
Peter Fettke, Wolfgang Reisig
Systems Mining with Heraklit: The Next Step. BPM (Forum) (2022)
Peter Fettke, Wolfgang Reisig
Breathing Life into Models: The Next Generation of Enterprise Modeling. CoRR (2022)
Peter Fettke, Alexander Rombach
Towards Automated Process Planning and Mining. CoRR (2022)
Meike Ullrich, Peter Pfeiffer, Gunther Schiefer, Chantal Soyka, Tobias Stottrop, Michael Striewe, Peter Fettke, Peter Loos, Andreas Oberweis, Niclas Schaper
E-Assessment-Plattform für die grafische Modellierung. DELFI (2022)
Johannes Lahann, Peter Pfeiffer, Peter Fettke
LSTM-Based Anomaly Detection of Process Instances: Benchmark and Tweaks. ICPM Workshops (2022)
Peter Fettke, Wolfgang Reisig
Discrete Models of Continuous Behavior of Collective Adaptive Systems. ISoLA (3) (2022)
Michael Striewe, Martin Forell, Constantin Houy, Peter Pfeiffer, Gunther Schiefer, Selina Schüler, Chantal Soyka, Tobias Stottrop, Meike Ullrich, Peter Fettke, Peter Loos, Andreas Oberweis, Niclas Schaper
Kompetenzorientiertes E-Assessment für die grafische, konzeptuelle Modellierung. HMD Prax. Wirtsch. 58 (6) (2021)
Sebastian Stephan, Johannes Lahann, Peter Fettke
A Case Study on the Application of Process Mining in Combination with Journal Entry Tests for Financial Auditing. HICSS (2021)
Lea Mayer, Peter Fettke
Challenges and potentials of order-specific individual manufacturing: A case study from tool making. CBI (2) (2021)
Nijat Mehdiyev, Constantin Houy, Oliver Gutermuth, Lea Mayer, Peter Fettke
Explainable Artificial Intelligence (XAI) Supporting Public Administration Processes - On the Potential of XAI in Tax Audit Processes. Wirtschaftsinformatik (2021)
Philip Hake, Jana-Rebecca Rehse, Peter Fettke
Toward Automated Support of Complaint Handling Processes: An Application in the Medical Technology Industry. J. Data Semant. 10 (1-2) (2021)
Nijat Mehdiyev, Peter Fettke
Local Post-Hoc Explanations for predictive Process Monitoring in manufacturing. ECIS (2021)
Ivana Kruijff-Korbayová, Robert Grafe, Nils Heidemann, Alexander Berrang, Cai Hussung, Christian Willms, Peter Fettke, Marius Beul, Jan Quenzel, Daniel Schleich, Sven Behnke, Janis Tiemann, Johannes Güldenring, Manuel Patchou, Christian Arendt, Christian Wietfeld, Kevin Daun, Marius Schnaubelt, Oskar von Stryk, Alexander Lel, Alexander Miller, Christof Röhrig, Thomas Straßmann, Thomas Barz, Stefan Soltau, Felix Kremer, Stefan Rilling, Rohan Haseloff, Stefan Grobelny, Artur Leinweber, Gerhard Senkowski, Marc Thurow, Dominik Slomma, Hartmut Surmann
German Rescue Robotics Center (DRZ): A Holistic Approach for Robotic Systems Assisting in Emergency Response. SSRR (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. Software Engineering (Satellite Events) (2021)
Dominic A. Neu, Johannes Lahann, Peter Fettke
A systematic literature review on state-of-the-art deep learning methods for process prediction. CoRR (2021)
Peter Pfeiffer, Johannes Lahann, Peter Fettke
Multivariate Business Process Representation Learning Utilizing Gramian Angular Fields and Convolutional Neural Networks. BPM (2021)
Peter Pfeiffer, Johannes Lahann, Peter Fettke
Multivariate Business Process Representation Learning utilizing Gramian Angular Fields and Convolutional Neural Networks. CoRR (2021)
Alessandro Benke, Robert Müller, Constantin Houy, Peter Fettke
Blockchain-basierte Betriebsprüfung am Beispiel der deutschen Finanzverwaltung. HMD Prax. Wirtsch. 58 (5) (2021)
Alexander Berrang, Constantin Houy, Jana-Rebecca Rehse, Peter Fettke
Prozessorientierte Schulung von Einsatzkräften für robotergestützte Rettungsmissionen der Feuerwehr. Wirtschaftsinformatik (Community Tracks) (2020)
Peter Fettke
Conceptual Modelling and Artificial Intelligence: Overview and research challenges from the perspective of predictive business process management. Modellierung (Companion) (2020)
Filip Fatz, Philip Hake, Peter Fettke
Confidentiality-preserving Validation of Tax Documents on the Blockchain. Wirtschaftsinformatik (Zentrale Tracks) (2020)
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. CoRR (2020)
Nijat Mehdiyev, Joerg Evermann, Peter Fettke
A Novel Business Process Prediction Model Using a Deep Learning Method. Bus. Inf. Syst. Eng. 62 (2) (2020)
Sönke Knoch, Nico Herbig, Shreeraman Ponpathirkoottam, Felix Kosmalla, Philipp Staudt, Daniel Porta, Peter Fettke, Peter Loos
Sensor-based Human-Process Interaction in Discrete Manufacturing. J. Data Semant. 9 (1) (2020)
Nijat Mehdiyev, Peter Fettke
Local Post-Hoc Explanations for Predictive Process Monitoring in Manufacturing. CoRR (2020)
Peter Fettke
Conceptual Modelling and Artificial Intelligence. EMISA Forum 40 (1) (2020)
Peter Fettke, Wolfgang Reisig
Modelling service-oriented systems and cloud services with Heraklit. CoRR (2020)
Nijat Mehdiyev, Peter Fettke
Prescriptive Process Analytics with Deep Learning and Explainable Artificial Intelligence. ECIS (2020)
Cai Hussung, Jana-Rebecca Rehse, Constantin Houy, Peter Fettke
Entwicklung eines Referenzprozessmodells für Rettungseinsätze der Feuerwehr und Anwendung als Grundlage eines Prozessassistenzsystems. Wirtschaftsinformatik (Zentrale Tracks) (2020)
Stephan Baier, Sebastian Dunzer, Peter Fettke, Constantin Houy, Martin Matzner, Peter Pfeiffer, Jana-Rebecca Rehse, Martin Scheid, Sebastian Stephan, Matthias Stierle, Brian Willems
The MobIS-Challenge 2019 A Report on the WI-2019-Workshop on Model-Based Compliance in Information Systems. Enterp. Model. Inf. Syst. Archit. Int. J. Concept. Model. 15 (2020)
Adrian Rebmann, Jana-Rebecca Rehse, Mira Pinter, Marius Schnaubelt, Kevin Daun, Peter Fettke
IoT-Based Activity Recognition for Process Assistance in Human-Robot Disaster Response. BPM (Forum) (2020)
Hans-Georg Fill, Peter Fettke, Stefanie Rinderle-Ma
Catchword: Blockchains and Enterprise Modeling. Enterp. Model. Inf. Syst. Archit. Int. J. Concept. Model. 15 (2020)
Filip Fatz, Philip Hake, Peter Fettke
Blockchain-based Decentralized Validation of Tax Processes (invited paper). Modellierung (Companion) (2020)
Hans-Georg Fill, Peter Fettke, Stefanie Rinderle-Ma
Blockchain Technologies in Enterprise Modeling and Enterprise Information Systems. Enterp. Model. Inf. Syst. Archit. Int. J. Concept. Model. 15 (2020)
Michael Striewe, Constantin Houy, Jana-Rebecca Rehse, Meike Ullrich, Peter Fettke, Niclas Schaper, Andreas Oberweis
Towards an Automated Assessment of Graphical (Business Process) Modelling Competences. GI-Jahrestagung (2020)
Johannes Lahann, Martin Scheid, Peter Fettke
Towards Optimal Free Trade Agreement Utilization through Deep Learning Techniques. HICSS (2020)
Peter Fettke, Wolfgang Reisig
Modelling Service-Oriented Systems and Cloud Services with Heraklit. ESOCC Workshops (2020)
Ulrich Reimer, Dominik Bork, Peter Fettke, Marina Tropmann-Frick
Preface of the First Workshop Models in AI. Modellierung (Companion) (2020)
Adrian Rebmann, Alexander Beuther, Steffen Schumann, Peter Fettke
Hands-on Process Discovery with Python - Utilizing Jupyter Notebook for the Digital Assistance in Higher Education. Modellierung (Companion) (2020)
Peter Fettke, Peter Loos
Prädiktives Monitoring von Geschäftsprozessen zur Beherrschung von Risiken in weltweiten Netzen auf Basis von Process Mining und Simulation(Predictive Monitoring of Business Processes for Controlling Systemtic Risks in Global Networks). SysRisk@Wirtschaftsinformatik (2019)
Rocco Raso, Johannes Lahann, Peter Fettke, Peter Loos
Walkable Graph: An Immersive Augmented Reality Interface for Performing the Memory Palace Method. AMCIS (2019)
Adrian Rebmann, Andreas Emrich, Peter Fettke
Enabling the Discovery of Manual Processes Using a Multi-modal Activity Recognition Approach. Business Process Management Workshops (2019)
Filip Fatz, Philip Hake, Peter Fettke
Towards Tax Compliance by Design: A Decentralized Validation of Tax Processes Using Blockchain Technology. CBI (1) (2019)
Constantin Houy, Maarten Hamberg, Peter Fettke
Robotic Process Automation in Public Administrations. FTVI/FTRI (2019)
Christian Willms, Constantin Houy, Jana-Rebecca Rehse, Peter Fettke, Ivana Kruijff-Korbayová
Team communication processing and process analytics for supporting robot-assisted emergency response. SSRR (2019)
Tim Niesen, Constantin Houy, Peter Fettke
Digitale Transformation von Prozessen in der Rechtsberatung: Anwendungsszenarien im Steuerbereich am Beispiel des ARGUMENTUM-Systems. HMD Prax. Wirtsch. 56 (4) (2019)
Jana-Rebecca Rehse, Peter Fettke
A Procedure Model for Situational Reference Model Mining. Enterp. Model. Inf. Syst. Archit. Int. J. Concept. Model. 14 (2019)
Patrick Lübbecke, Nijat Mehdiyev, Peter Fettke
Substitution of hazardous chemical substances using Deep Learning and t-SNE. Wirtschaftsinformatik (2019)
Johannes Lahann, Martin Scheid, Peter Fettke
Utilizing Machine Learning Techniques to Reveal VAT Compliance Violations in Accounting Data. CBI (1) (2019)
Jana-Rebecca Rehse, Nijat Mehdiyev, Peter Fettke
Towards Explainable Process Predictions for Industry 4.0 in the DFKI-Smart-Lego-Factory. Künstliche Intell. 33 (2) (2019)
Philip Hake, Jana-Rebecca Rehse, Peter Fettke
Supporting Complaint Management in the Medical Technology Industry by Means of Deep Learning. Business Process Management Workshops (2019)
Constantin Houy, Jana-Rebecca Rehse, Martin Scheid, Peter Fettke
Model-Based Compliance in Information Systems - Foundations, Case Description and Data Set of the MobIS-Challenge for Students and Doctoral Candidates. Wirtschaftsinformatik (2019)
Oliver Gutermuth, Sharam Dadashnia, Constantin Houy, Peter Fettke
Process-Mining-unterstützte Ad-hoc-Produktionsplanung - Konzept und prototypische Implementierung. GI-Jahrestagung (Workshops) (2018)
Stefan Morana, Jan vom Brocke, Alexander Maedche, Stefan Seidel, Marc T. P. Adam, Udo Bub, Peter Fettke, Michael Gau, Alexander Herwix, Matthew T. Mullarkey, Hoang D. Nguyen, Jonas Sjöström, Peyman Toreini, Lauri Wessel, Robert Winter
Tool Support for Design Science Research - Towards a Software Ecosystem: A Report from a DESRIST 2017 Workshop. Commun. Assoc. Inf. Syst. 43 (2018)
Patrick Lübbecke, Abhishek Goswami, Peter Fettke
A Method for Ecological Process Optimization Based on Compliance Checking. CBI (1) (2018)
Jana-Rebecca Rehse, Sharam Dadashnia, Peter Fettke
Business process management for Industry 4.0 - Three application cases in the DFKI-Smart-Lego-Factory. it Inf. Technol. 60 (3) (2018)
Jana-Rebecca Rehse, Peter Fettke
Clustering Business Process Activities for Identifying Reference Model Components. Business Process Management Workshops (2018)
Michael Frey, Andreas Emrich, Peter Fettke, Peter Loos
Event Entry Time Prediction in Financial Business Processes Using Machine Learning - A Use Case From Loan Applications. HICSS (2018)
Alexander Beuther, Sharam Dadashnia, Peter Fettke, Oliver Guthermuth, Constantin Houy, Peter Loos
Entwicklung eines Referenzmodells für die wirtschaftliche Jugendhilfe. MKWI (2018)
Andreas Emrich, Sabine Klein, Michael Frey, Peter Fettke, Peter Loos
A Platform for Data-Driven Self-Consulting to enable Business Transformation and Technology Innovation. MKWI (2018)
Filip Fatz, Peter Fettke, Philip Hake, Robert Risse
Potenziale von Blockchain-Anwendungen im Steuerbereich. HMD Prax. Wirtsch. 55 (6) (2018)
Jana-Rebecca Rehse, Peter Fettke
Process Mining Crimes - A Threat to the Validity of Process Discovery Evaluations. BPM (Forum) (2018)
Rocco Raso, Andreas Emrich, Torsten Burghardt, Martin Schlenker, Thomas Gudehus, Oliver Sträter, Peter Fettke, Peter Loos
Activity Monitoring Using Wearable Sensors in Manual Production Processes - An Application of CPS for Automated Ergonomic Assessments. MKWI (2018)
Sönke Knoch, Nico Herbig, Shreeraman Ponpathirkoottam, Felix Kosmalla, Philipp Staudt, Peter Fettke, Peter Loos
Enhancing Process Data in Manual Assembly Workflows. Business Process Management Workshops (2018)
Joerg Evermann, Jana-Rebecca Rehse, Peter Fettke
XES Tensorflow - Process Prediction using the Tensorflow Deep-Learning Framework. CoRR (2017)
Philip Hake, Manuel Zapp, Peter Fettke, Peter Loos
Supporting Business Process Modeling Using RNNs for Label Classification. NLDB (2017)
Jana-Rebecca Rehse, Peter Fettke, Peter Loos
Process Mining and the Black Swan: An Empirical Analysis of the Influence of Unobserved Behavior on the Quality of Mined Process Models. Business Process Management Workshops (2017)
Patrick Lübbecke, Peter Fettke, Peter Loos
Towards Guidelines of Modeling for Ecology-Aware Process Design. Business Process Management Workshops (2017)
Joerg Evermann, Jana-Rebecca Rehse, Peter Fettke
XES Tensorflow - Process Prediction using the Tensorflow Deep-Learning Framework. CAiSE-Forum-DC (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Peter Fettke