Publications

Releasing differentially private event logs using generative models

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Frederik Wangelik, Majid Rafiei, Mahsa Pourbafrani, Wil M. P. van der Aalst

Identifying Process Improvement Opportunities Through Process Execution Benchmarking

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Luka Abb, Majid Rafiei, Timotheus Kampik, Jana-Rebecca Rehse

Federated conformance checking

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Majid Rafiei, Mahsa Pourbafrani, Wil M. P. van der Aalst

Process Variant Analysis Across Continuous Features: A Novel Framework

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Ali Norouzifar, Majid Rafiei, Marcus Dees, Wil M. P. van der Aalst

OCEL (Object-Centric Event Log) 2.0 Specification

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Alessandro Berti, István Koren, Jan Niklas Adams, Gyunam Park, Benedikt Knopp, Nina Graves, Majid Rafiei, Lukas Liß, Leah Tacke genannt Unterberg, Yisong Zhang, Christopher T. Schwanen, Marco Pegoraro, Wil M. P. van der Aalst

Incorporating Behavioral Recommendations Mined from Event Logs into AI Planning

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Gyunam Park, Majid Rafiei, Hayyan Helal, Gerhard Lakemeyer, Wil M. P. van der Aalst

TraVaS: Differentially Private Trace Variant Selection for Process Mining

Majid Rafiei, Frederik Wangelik, Wil M. P. van der Aalst

TraVaG: Differentially Private Trace Variant Generation Using GANs

Majid Rafiei, Frederik Wangelik, Mahsa Pourbafrani, Wil M. P. van der Aalst

Privacy and confidentiality in process mining

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Majid Rafiei

From Identities to Quantities: Introducing Items and Decoupling Points to Object-Centric Process Mining

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Nina Graves, István Koren, Majid Rafiei, Wil M. P. van der Aalst

Extracting Rules from Event Data for Study Planning

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Majid Rafiei, Duygu Bayrak, Mahsa Pourbafrani, Gyunam Park, Hayyan Helal, Gerhard Lakemeyer, Wil M. P. van der Aalst

Analyzing Inter-Connected Processes: Using Object-Centric Process Mining to Analyze Procurement Processes

Alessandro Berti, Urszula Jessen, Gyunam Park, Majid Rafiei, Wil MP van der Aalst

An Abstraction-Based Approach for Privacy-Aware Federated Process Mining

Majid Rafiei, Wil M. P. van der Aalst

A generic approach to extract object-centric event data from databases supporting SAP ERP

Alessandro Berti, Gyunam Park, Majid Rafiei, Wil MP van der Aalst

Quantifying Temporal Privacy Leakage in Continuous Event Data Publishing

Majid Rafiei, Gamal Elkoumy, Wil M. P. van der Aalst

Privacy and Confidentiality in Process Mining: Threats and Research Challenges

Gamal Elkoumy, Stephan A. Fahrenkrog-Petersen, Mohammadreza Fani Sani, Agnes Koschmider, Felix Mannhardt, Saskia Nuñez von Voigt, Majid Rafiei, Leopold von Waldthausen

Interactive Process Identification and Selection from SAP ERP (Extended Abstract)

Julian Weber, Gyunam Park, Majid Rafiei, Wil M. P. van der Aalst

Interactive Business Process Comparison Using Conformance and Performance Insights - A Tool

Mahsa Pourbafrani, Majid Rafiei, Alessandro Berti, Wil M. P. van der Aalst

Trustworthy Artificial Intelligence and Process Mining: Challenges and Opportunities

Andrew Pery, Majid Rafiei, Michael Simon, Wil M. P. van der Aalst

Privacy-Preserving Continuous Event Data Publishing

Majid Rafiei, Wil M. P. van der Aalst

PC4PM: A Tool for Privacy/Confidentiality Preservation in Process Mining

Majid Rafiei, Alexander Schnitzler, Wil M. P. van der Aalst

Group-based privacy preservation techniques for process mining

Majid Rafiei, Wil M. P. van der Aalst