Mahsa Pourbafrani

36 papers A 2B 5C 1Journal 14Unranked 14

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Federated Conformance Checking. CoRR Majid Rafiei, Mahsa Pourbafrani, Wil M. P. van der Aalst
2025	J	`jnl`	Federated conformance checking. Inf. Syst. Majid Rafiei, Mahsa Pourbafrani, Wil M. P. van der Aalst
2025	J	`jnl`	Releasing Differentially Private Event Logs Using Generative Models. CoRR Frederik Wangelik, Majid Rafiei, Mahsa Pourbafrani, Wil M. P. van der Aalst
2025	J	`jnl`	Releasing differentially private event logs using generative models. Data Knowl. Eng. Frederik Wangelik, Majid Rafiei, Mahsa Pourbafrani, Wil M. P. van der Aalst
2024	J	`jnl`	Analyzing Data Streams from Cyber-Physical-Systems: A Case Study. SN Comput. Sci. Harry H. Beyel, Omar Makke, Mahsa Pourbafrani, Oleg Gusikhin, Wil M. P. van der Aalst
2024	—	`conf`	Evaluation of Study Plans Using Partial Orders. ICPM Workshops Christian Rennert, Mahsa Pourbafrani, Wil M. P. van der Aalst
2024	J	`jnl`	Evaluation of Study Plans using Partial Orders. CoRR Christian Rennert, Mahsa Pourbafrani, Wil M. P. van der Aalst
2024	—	`conf`	Root Cause Analysis Using Rule Mining on Object-Centric Event Logs. ICPM Workshops Benedikt Knopp, Mahsa Pourbafrani, Wil M. P. van der Aalst
2023	C	`conf`	Data-Driven Simulation In Process Mining: Introducing A Reference Model. ECMS Mahsa Pourbafrani, Wil M. P. van der Aalst
2023	B	`conf`	Discovering Object-Centric Process Simulation Models. ICPM Benedikt Knopp, Mahsa Pourbafrani, Wil M. P. van der Aalst
2023	—	`conf`	Extracting Rules from Event Data for Study Planning. ICPM Workshops Majid Rafiei, Duygu Bayrak, Mahsa Pourbafrani, Gyunam Park, Hayyan Helal, Gerhard Lakemeyer, Wil M. P. van der Aalst
2023	J	`jnl`	Extracting Rules from Event Data for Study Planning. CoRR Majid Rafiei, Duygu Bayrak, Mahsa Pourbafrani, Gyunam Park, Hayyan Helal, Gerhard Lakemeyer, Wil M. P. van der Aalst
2023	—	`conf`	Steady State Estimation for Business Process Simulations. BPM (Forum) Mahsa Pourbafrani, Niels Lücking, Matthieu Lucke, Wil M. P. van der Aalst
2023	B	`conf`	TraVaG: Differentially Private Trace Variant Generation Using GANs. RCIS Majid Rafiei, Frederik Wangelik, Mahsa Pourbafrani, Wil M. P. van der Aalst
2023	J	`jnl`	TraVaG: Differentially Private Trace Variant Generation Using GANs. CoRR Majid Rafiei, Frederik Wangelik, Mahsa Pourbafrani, Wil M. P. van der Aalst
2022	—	`conf`	A Tool for Business Processes Diagnostics. ICSOC Workshops Mahsa Pourbafrani, Firas Gharbi, Wil M. P. van der Aalst
2022	J	`jnl`	Discovering System Dynamics Simulation Models Using Process Mining. IEEE Access Mahsa Pourbafrani, Wil M. P. van der Aalst
2022	B	`conf`	Hybrid Business Process Simulation: Updating Detailed Process Simulation Models Using High-Level Simulations. RCIS Mahsa Pourbafrani, Wil M. P. van der Aalst
2022	B	`conf`	Interactive Business Process Comparison Using Conformance and Performance Insights - A Tool. RCIS Mahsa Pourbafrani, Majid Rafiei, Alessandro Berti, Wil M. P. van der Aalst
2022	J	`jnl`	Interactive Process Improvement using Simulation of Enriched Process Trees. CoRR Mahsa Pourbafrani, Wil M. P. van der Aalst
2022	—	`conf`	Process Diagnostics at Coarse-grained Levels. ICEIS (1) Mahsa Pourbafrani, Firas Gharbi, Wil M. P. van der Aalst
2021	J	`jnl`	A Python Extension to Simulate Petri nets in Process Mining. CoRR Mahsa Pourbafrani, Sandhya Vasudevan, Faizan Zafar, Yuan Xingran, Ravikumar Singh, Wil M. P. van der Aalst
2021	A	`conf`	Extracting Process Features from Event Logs to Learn Coarse-Grained Simulation Models. CAiSE Mahsa Pourbafrani, Wil M. P. van der Aalst
2021	—	`conf`	Forward-Looking Process Mining. BPM (PhD/Demos) Mahsa Pourbafrani, Wil M. P. van der Aalst
2021	—	`conf`	Interactive Process Improvement Using Simulation of Enriched Process Trees. ICSOC Workshops Mahsa Pourbafrani, Wil M. P. van der Aalst
2021	—	`conf`	Remaining Time Prediction for Processes with Inter-case Dynamics. ICPM Workshops Mahsa Pourbafrani, Shreya Kar, Sebastian Kaiser, Wil M. P. van der Aalst
2021	J	`jnl`	Removing Operational Friction Using Process Mining: Challenges Provided by the Internet of Production (IoP). CoRR Wil M. P. van der Aalst, Tobias Brockhoff, Anahita Farhang Ghahfarokhi, Mahsa Pourbafrani, Merih Seran Uysal, Sebastiaan J. van Zelst
2021	B	`conf`	SIMPT: Process Improvement Using Interactive Simulation of Time-Aware Process Trees. RCIS Mahsa Pourbafrani, Shuai Jiao, Wil M. P. van der Aalst
2021	J	`jnl`	SIMPT: Process Improvement Using Interactive Simulation of Time-aware Process Trees. CoRR Mahsa Pourbafrani, Shuai Jiao, Wil M. P. van der Aalst
2020	—	`conf`	PMSD: Data-Driven Simulation Using System Dynamics and Process Mining. BPM (PhD/Demos) Mahsa Pourbafrani, Wil M. P. van der Aalst
2020	J	`jnl`	PMSD: Data-Driven Simulation Using System Dynamics and Process Mining. CoRR Mahsa Pourbafrani, Wil M. P. van der Aalst
2020	—	`conf`	Removing Operational Friction Using Process Mining: Challenges Provided by the Internet of Production (IoP). DATA (Revised Selected Papers) Wil M. P. van der Aalst, Tobias Brockhoff, Anahita Farhang Ghahfarokhi, Mahsa Pourbafrani, Merih Seran Uysal, Sebastiaan J. van Zelst
2020	A	`conf`	Semi-automated Time-Granularity Detection for Data-Driven Simulation Using Process Mining and System Dynamics. ER Mahsa Pourbafrani, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2020	—	`conf`	Supporting Automatic System Dynamics Model Generation for Simulation in the Context of Process Mining. BIS Mahsa Pourbafrani, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2020	—	`conf`	Supporting Decisions in Production Line Processes by Combining Process Mining and System Dynamics. IHSI Mahsa Pourbafrani, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2019	—	`conf`	Scenario-Based Prediction of Business Processes Using System Dynamics. OTM Conferences Mahsa Pourbafrani, Sebastiaan J. van Zelst, Wil M. P. van der Aalst