Stephan A. Fahrenkrog-Petersen

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 33

Top Topics

Extended Abstract

Privacy Guarantees

Top Venues

BPM (PhD/Demos)

Publications

Stephan A. Fahrenkrog-Petersen, Saimir Bala, Luise Pufahl, Jan Mendling
Unraveling the Never-Ending Story of Lifecycles and Vitalizing Processes. CoRR (2024)
Stephan A. Fahrenkrog-Petersen, Han van der Aa, Matthias Weidlich
Privacy-Aware Analysis based on Data Series. ICDE (2024)
Ryan Hildebrant, Stephan A. Fahrenkrog-Petersen, Matthias Weidlich, Shangping Ren
PMDG: Privacy for Multi-perspective Process Mining Through Data Generalization. CAiSE (2023)
Martin Kabierski, Stephan A. Fahrenkrog-Petersen, Matthias Weidlich
Hiding in the forest: Privacy-preserving process performance indicators. Inf. Syst. 112 (2023)
Stephan A. Fahrenkrog-Petersen, Martin Kabierski, Han van der Aa, Matthias Weidlich
Semantics-aware mechanisms for control-flow anonymization in process mining. Inf. Syst. 114 (2023)
Ryan Hildebrant, Stephan A. Fahrenkrog-Petersen, Matthias Weidlich, Shangping Ren
PMDG: Privacy for Multi-Perspective Process Mining through Data Generalization. CoRR (2023)
Stephan A. Fahrenkrog-Petersen, Han van der Aa, Matthias Weidlich
Optimal event log sanitization for privacy-preserving process mining. Data Knowl. Eng. 145 (2023)
Stephan A. Fahrenkrog-Petersen, Arik Senderovich, Alexandra Tichauer, Ali Kaan Tutak, J. Christopher Beck, Matthias Weidlich
Privacy Attacks on Schedule-Driven Data. AAAI (2023)
Stephan A. Fahrenkrog-Petersen, Niek Tax, Irene Teinemaa, Marlon Dumas, Massimiliano de Leoni, Fabrizio Maria Maggi, Matthias Weidlich
Fire now, fire later: alarm-based systems for prescriptive process monitoring. Knowl. Inf. Syst. 64 (2) (2022)
Gamal Elkoumy, Stephan A. Fahrenkrog-Petersen, Mohammadreza Fani Sani, Agnes Koschmider, Felix Mannhardt, Saskia Nuñez von Voigt, Majid Rafiei, Leopold von Waldthausen
Privacy and Confidentiality in Process Mining: Threats and Research Challenges. ACM Trans. Manag. Inf. Syst. 13 (1) (2022)
Henrik Kirchmann, Stephan A. Fahrenkrog-Petersen, Martin Kabierski, Han van der Aa, Matthias Weidlich
Privacy-Preserving Process Mining with PM4Py (Extended Abstract). ICPM Doctoral Consortium / Demo (2022)
Martin Kabierski, Stephan A. Fahrenkrog-Petersen, Glenn Dittmann, Matthias Weidlich
PaPPI: Privacy-aware Process Performance Indicators (Extended Abstract). ICPM Doctoral Consortium / Demo (2022)
Stephan A. Fahrenkrog-Petersen, Martin Kabierski, Fabian Rösel, Han van der Aa, Matthias Weidlich
SaCoFa: Semantics-aware Control-flow Anonymization for Process Mining. ICPM (2021)
Fabian Rösel, Stephan A. Fahrenkrog-Petersen, Han van der Aa, Matthias Weidlich
A Distance Measure for Privacy-Preserving Process Mining Based on Feature Learning. Business Process Management Workshops (2021)
Stephan A. Fahrenkrog-Petersen, Martin Kabierski, Fabian Rösel, Han van der Aa, Matthias Weidlich
SaCoFa: Semantics-aware Control-flow Anonymization for Process Mining. CoRR (2021)
Gamal Elkoumy, Stephan A. Fahrenkrog-Petersen, Mohammadreza Fani Sani, Agnes Koschmider, Felix Mannhardt, Saskia Nuñez von Voigt, Majid Rafiei, Leopold von Waldthausen
Privacy and Confidentiality in Process Mining - Threats and Research Challenges. CoRR (2021)
Fabian Rösel, Stephan A. Fahrenkrog-Petersen, Han van der Aa, Matthias Weidlich
A Distance Measure for Privacy-preserving Process Mining based on Feature Learning. CoRR (2021)
Martin Kabierski, Stephan A. Fahrenkrog-Petersen, Matthias Weidlich
Privacy-Aware Process Performance Indicators: Framework and Release Mechanisms. CAiSE (2021)
Martin Kabierski, Stephan A. Fahrenkrog-Petersen, Matthias Weidlich
Privacy-aware Process Performance Indicators: Framework and Release Mechanisms. CoRR (2021)
Saskia Nuñez von Voigt, Stephan A. Fahrenkrog-Petersen, Dominik Janssen, Agnes Koschmider, Florian Tschorsch, Felix Mannhardt, Olaf Landsiedel, Matthias Weidlich
Quantifying the Re-identication Risk of Event Logs for Process Mining. EMISA Forum 40 (1) (2020)
Stephan A. Fahrenkrog-Petersen, Han van der Aa, Matthias Weidlich
PRIPEL: Privacy-Preserving Event Log Publishing Including Contextual Information. BPM (2020)
Saskia Nuñez von Voigt, Stephan A. Fahrenkrog-Petersen, Dominik Janssen, Agnes Koschmider, Florian Tschorsch, Felix Mannhardt, Olaf Landsiedel, Matthias Weidlich
Quantifying the Re-identification Risk of Event Logs for Process Mining - Empiricial Evaluation Paper. CAiSE (2020)
Gamal Elkoumy, Stephan A. Fahrenkrog-Petersen, Marlon Dumas, Peeter Laud, Alisa Pankova, Matthias Weidlich
Secure Multi-party Computation for Inter-organizational Process Mining. BPMDS/EMMSAD@CAiSE (2020)
Saskia Nuñez von Voigt, Stephan A. Fahrenkrog-Petersen, Dominik Janssen, Agnes Koschmider, Florian Tschorsch, Felix Mannhardt, Olaf Landsiedel, Matthias Weidlich
Quantifying the Re-identification Risk of Event Logs for Process Mining. CoRR (2020)
Stephan A. Fahrenkrog-Petersen, Han van der Aa, Matthias Weidlich
PRIPEL: Privacy-Preserving Event Log Publishing Including Contextual Information. CoRR (2020)
Gamal Elkoumy, Stephan A. Fahrenkrog-Petersen, Marlon Dumas, Peeter Laud, Alisa Pankova, Matthias Weidlich
Shareprom: A Tool for Privacy-Preserving Inter-Organizational Process Mining. BPM (PhD/Demos) (2020)
Martin Bauer, Stephan A. Fahrenkrog-Petersen, Agnes Koschmider, Felix Mannhardt, Han van der Aa, Matthias Weidlich
ELPaaS: Event Log Privacy as a Service. BPM (PhD/Demos) (2019)
Stephan A. Fahrenkrog-Petersen
Providing Privacy Guarantees in Process Mining. CAiSE (Doctoral Consortium) (2019)
Stephan A. Fahrenkrog-Petersen, Han van der Aa, Matthias Weidlich
PRETSA: Event Log Sanitization for Privacy-aware Process Discovery. ICPM (2019)
Gamal Elkoumy, Stephan A. Fahrenkrog-Petersen, Marlon Dumas, Peeter Laud, Alisa Pankova, Matthias Weidlich
Secure Multi-Party Computation for Inter-Organizational Process Mining. CoRR (2019)
Stephan A. Fahrenkrog-Petersen, Niek Tax, Irene Teinemaa, Marlon Dumas, Massimiliano de Leoni, Fabrizio Maria Maggi, Matthias Weidlich
Fire Now, Fire Later: Alarm-Based Systems for Prescriptive Process Monitoring. CoRR (2019)
Stephan A. Fahrenkrog-Petersen, Han van der Aa, Matthias Weidlich
PRETSA: Event Log Sanitization for Privacy-aware Process Discovery - (Extended Abstract). Inform. Spektrum 42 (5) (2019)
Stephan A. Fahrenkrog-Petersen, Matthias Weidlich
Folding Marked Generalized Stochastic Petri Nets for Time Prediction in Business Processes. GI-Jahrestagung (Workshops) (2018)