45 citations · 50 across the 3 of their papers we have counts for
4 papers
Privacy and Confidentiality in Process Mining -- Threats and Research Challenges
Gamal Elkoumy, Stephan A. Fahrenkrog-Petersen, Mohammadreza Fani Sani +5
Privacy and confidentiality are very important prerequisites for applying process mining in order to comply with regulations and keep company secrets. This paper provides a foundat…
Model Independent Error Bound Estimation for Conformance Checking Approximation
Mohammadreza Fani Sani, Martin Kabierski, Sebastiaan J. van Zelst +1
Conformance checking techniques allow us to quantify the correspondence of a process's execution, captured in event data, w.r.t., a reference process model. In this context, alignm…
Conformance Checking Approximation using Subset Selection and Edit Distance
Mohammadreza Fani Sani, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
Conformance checking techniques let us find out to what degree a process model and real execution data correspond to each other. In recent years, alignments have proven extremely u…
Prototype Selection Based on Clustering and Conformance Metrics for Model Discovery
Mohammadreza Fani Sani, Mathilde Boltenhagen, Wil van der Aalst
Process discovery aims at automatically creating process models on the basis of event data captured during the execution of business processes. Process discovery algorithms tend to…