Mahsa Pourbafrani

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 29

Top Topics

Business Process

Simulation Model

Top Venues

BPM (PhD/Demos)

ICSOC Workshops

Publications

Harry H. Beyel, Omar Makke, Mahsa Pourbafrani, Oleg Gusikhin, Wil M. P. van der Aalst
Analyzing Data Streams from Cyber-Physical-Systems: A Case Study. SN Comput. Sci. 5 (6) (2024)
Mahsa Pourbafrani, Niels Lücking, Matthieu Lucke, Wil M. P. van der Aalst
Steady State Estimation for Business Process Simulations. BPM (Forum) (2023)
Benedikt Knopp, Mahsa Pourbafrani, Wil M. P. van der Aalst
Discovering Object-Centric Process Simulation Models. ICPM (2023)
Mahsa Pourbafrani, Wil M. P. van der Aalst
Data-Driven Simulation In Process Mining: Introducing A Reference Model. ECMS (2023)
Majid Rafiei, Frederik Wangelik, Mahsa Pourbafrani, Wil M. P. van der Aalst
TraVaG: Differentially Private Trace Variant Generation Using GANs. RCIS (2023)
Majid Rafiei, Duygu Bayrak, Mahsa Pourbafrani, Gyunam Park, Hayyan Helal, Gerhard Lakemeyer, Wil M. P. van der Aalst
Extracting Rules from Event Data for Study Planning. CoRR (2023)
Majid Rafiei, Duygu Bayrak, Mahsa Pourbafrani, Gyunam Park, Hayyan Helal, Gerhard Lakemeyer, Wil M. P. van der Aalst
Extracting Rules from Event Data for Study Planning. ICPM Workshops (2023)
Majid Rafiei, Frederik Wangelik, Mahsa Pourbafrani, Wil M. P. van der Aalst
TraVaG: Differentially Private Trace Variant Generation Using GANs. CoRR (2023)
Mahsa Pourbafrani, Firas Gharbi, Wil M. P. van der Aalst
Process Diagnostics at Coarse-grained Levels. ICEIS (1) (2022)
Mahsa Pourbafrani, Wil M. P. van der Aalst
Hybrid Business Process Simulation: Updating Detailed Process Simulation Models Using High-Level Simulations. RCIS (2022)
Mahsa Pourbafrani, Wil M. P. van der Aalst
Interactive Process Improvement using Simulation of Enriched Process Trees. CoRR (2022)
Mahsa Pourbafrani, Majid Rafiei, Alessandro Berti, Wil M. P. van der Aalst
Interactive Business Process Comparison Using Conformance and Performance Insights - A Tool. RCIS (2022)
Mahsa Pourbafrani, Firas Gharbi, Wil M. P. van der Aalst
A Tool for Business Processes Diagnostics. ICSOC Workshops (2022)
Mahsa Pourbafrani, Wil M. P. van der Aalst
Discovering System Dynamics Simulation Models Using Process Mining. IEEE Access 10 (2022)
Mahsa Pourbafrani, Wil M. P. van der Aalst
Forward-Looking Process Mining. BPM (PhD/Demos) (2021)
Wil M. P. van der Aalst, Tobias Brockhoff, Anahita Farhang Ghahfarokhi, Mahsa Pourbafrani, Merih Seran Uysal, Sebastiaan J. van Zelst
Removing Operational Friction Using Process Mining: Challenges Provided by the Internet of Production (IoP). CoRR (2021)
Mahsa Pourbafrani, Shuai Jiao, Wil M. P. van der Aalst
SIMPT: Process Improvement Using Interactive Simulation of Time-Aware Process Trees. RCIS (2021)
Mahsa Pourbafrani, Sandhya Vasudevan, Faizan Zafar, Yuan Xingran, Ravikumar Singh, Wil M. P. van der Aalst
A Python Extension to Simulate Petri nets in Process Mining. CoRR (2021)
Mahsa Pourbafrani, Wil M. P. van der Aalst
Interactive Process Improvement Using Simulation of Enriched Process Trees. ICSOC Workshops (2021)
Mahsa Pourbafrani, Shuai Jiao, Wil M. P. van der Aalst
SIMPT: Process Improvement Using Interactive Simulation of Time-aware Process Trees. CoRR (2021)
Mahsa Pourbafrani, Wil M. P. van der Aalst
Extracting Process Features from Event Logs to Learn Coarse-Grained Simulation Models. CAiSE (2021)
Mahsa Pourbafrani, Shreya Kar, Sebastian Kaiser, Wil M. P. van der Aalst
Remaining Time Prediction for Processes with Inter-case Dynamics. ICPM Workshops (2021)
Mahsa Pourbafrani, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
Supporting Decisions in Production Line Processes by Combining Process Mining and System Dynamics. IHSI (2020)
Mahsa Pourbafrani, Wil M. P. van der Aalst
PMSD: Data-Driven Simulation Using System Dynamics and Process Mining. BPM (PhD/Demos) (2020)
Mahsa Pourbafrani, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
Semi-automated Time-Granularity Detection for Data-Driven Simulation Using Process Mining and System Dynamics. ER (2020)
Mahsa Pourbafrani, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
Supporting Automatic System Dynamics Model Generation for Simulation in the Context of Process Mining. BIS (2020)
Wil M. P. van der Aalst, Tobias Brockhoff, Anahita Farhang Ghahfarokhi, Mahsa Pourbafrani, Merih Seran Uysal, Sebastiaan J. van Zelst
Removing Operational Friction Using Process Mining: Challenges Provided by the Internet of Production (IoP). DATA (Revised Selected Papers) (2020)
Mahsa Pourbafrani, Wil M. P. van der Aalst
PMSD: Data-Driven Simulation Using System Dynamics and Process Mining. CoRR (2020)
Mahsa Pourbafrani, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
Scenario-Based Prediction of Business Processes Using System Dynamics. OTM Conferences (2019)