• Guided Process Discovery - A pattern-based approach 

      Mannhardt, Felix; de Leoni, Massimiliano; Reijers, Hajo A.; van der Aalst, Wil M.P.; Toussaint, Pieter Jelle (Journal article; Peer reviewed, 2018)
      Process mining techniques analyze processes based on events stored in event logs. Yet, low-level events recorded by information systems may not directly match high-level activities that make sense to process stakeholders. ...
    • Quantifying the Re-identification Risk of Event Logs for Process Mining 

      Nuñez von Voigt, Saskia; Fahrenkrog-Petersen, Stephan; Janssen, Dominik; Koschmider, Agnes; Tschorsch, Florian; Mannhardt, Felix; Landsiedel, Olaf; Weidlich, Matthias (Peer reviewed; Journal article, 2020)
      Event logs recorded during the execution of business processes constitute a valuable source of information. Applying process mining techniques to them, event logs may reveal the actual process execution and enable reasoning ...
    • Revealing Work Practices in Hospitals Using Process Mining 

      Mannhardt, Felix; Toussaint, Pieter Jelle (Chapter, 2018)
      In order to improve health care processes (both in terms of quality and efficiency), we do need insight into how these processes are actually executed in reality. Interviewing health personnel and observing them in their ...