45 citations · 48 across the 9 of their papers we have counts for
20 papers
Privacy Attacks on Stable Marriage
Stephan A. Fahrenkrog-Petersen, Aleksander Figiel, Darya Melnyk +2
The stable marriage problem appears in many privacy-sensitive domains, for example in the National Resident Matching Program in the US. In such applications, preserving the privacy…
Fairness in Healthcare Processes: A Quantitative Analysis of Decision Making in Triage
Rachmadita Andreswari, Stephan A. Fahrenkrog-Petersen, Jan Mendling
Fairness in automated decision-making has become a critical concern, particularly in high-pressure healthcare scenarios such as emergency triage, where fast and equitable decisions…
Let's Simply Count: Quantifying Distributional Similarity Between Activities in Event Data
Henrik Kirchmann, Stephan A. Fahrenkrog-Petersen, Xixi Lu +1
To obtain insights from event data, advanced process mining methods assess the similarity of activities to incorporate their semantic relations into the analysis. Here, distributio…
SHAining on Process Mining: Explaining Event Log Characteristics Impact on Algorithms
Andrea Maldonado, Christian M. M. Frey, Sai Anirudh Aryasomayajula +3
Process mining aims to extract and analyze insights from event logs, yet algorithm metric results vary widely depending on structural event log characteristics. Existing work often…
Cross-Organizational Analysis of Parliamentary Processes: A Case Study
Paul-Julius Hillmann, Stephan A. Fahrenkrog-Petersen, Jan Mendling
Process Mining has been widely adopted by businesses and has been shown to help organizations analyze and optimize their processes. However, so far, little attention has gone into…
Transforming Football Data into Object-centric Event Logs with Spatial Context Information
Vito Chan, Lennart Ebert, Paul-Julius Hillmann +3
Object-centric event logs expand the conventional single-case notion event log by considering multiple objects, allowing for the analysis of more complex and realistic process beha…