| Supporting Automatic System Dynamics Model Generation for Simulation in the Context of Process Mining M Pourbafrani, SJ van Zelst, WMP van der Aalst International Conference on Business Information Systems, 249-263, 2020 | 51 | 2020 |
| Scenario-based prediction of business processes using system dynamics M Pourbafrani, SJ van Zelst, WMP van der Aalst On the Move to Meaningful Internet Systems: OTM 2019 Conferences …, 2019 | 36 | 2019 |
| Extracting process features from event logs to learn coarse-grained simulation models M Pourbafrani, WMP van der Aalst International Conference on Advanced Information Systems Engineering, 125-140, 2021 | 24 | 2021 |
| Supporting Decisions in Production Line Processes by Combining Process Mining and System Dynamics M Pourbafrani, SJ van Zelst, WMP van der Aalst Intelligent Human Systems Integration 2020, 461-467, 2020 | 23 | 2020 |
| SIMPT: Process Improvement Using Interactive Simulation of Time-Aware Process Trees M Pourbafrani, S Jiao, WMP van der Aalst Research Challenges in Information Science - 15th International Conference …, 2021 | 22 | 2021 |
| Removing operational friction using process mining: challenges provided by the internet of production (IoP) WMP van der Aalst, T Brockhoff, AF Ghahfarokhi, M Pourbafrani, ... Data Management Technologies and Applications: 9th International Conference …, 2021 | 20 | 2021 |
| Process mining for production processes in the automotive industry MS Uysal, SJ van Zelst, T Brockhoff, A Farhang, M Pourbafrani, ... Industry forum at BPM, 2020 | 20 | 2020 |
| Remaining Time Prediction for Processes with Inter-Case Dynamics M Pourbafrani, S Kar, S Kaiser, WMP van der Aalst 2nd International Workshop on Leveraging Machine Learning in Process Mining …, 2021 | 18 | 2021 |
| Semi-automated Time-Granularity Detection for Data-Driven Simulation Using Process Mining and System Dynamics M Pourbafrani, SJ van Zelst, WMP van der Aalst International Conference on Conceptual Modeling, 77-91, 2020 | 18 | 2020 |
| PMSD: Data-Driven Simulation Using System Dynamics and Process Mining M Pourbafrani, WMP van der Aalst Proceedings of the Best Dissertation Award, Doctoral Consortium, and …, 2020 | 18 | 2020 |
| Discovering System Dynamics Simulation Models Using Process Mining M Pourbafrani, WMP van der Aalst EEE Access 10, 78527 - 78547, 2022 | 15 | 2022 |
| Fair sensor ecosystem: Long-term (re-) usability of fair sensor data through contextualization M Bodenbenner, J Pennekamp, B Montavon, K Wehrle, RH Schmitt 2023 IEEE 21st International Conference on Industrial Informatics (INDIN), 1-8, 2023 | 11* | 2023 |
| Interactive Process Improvement Using Simulation of Enriched Process Trees M Pourbafrani, WMP van der Aalst International Conference on Service-Oriented Computing 13236, 61–76, 2021 | 11 | 2021 |
| Connected, digitalized welding production—secure, ubiquitous utilization of data across process layers S Mann, J Pennekamp, T Brockhoff, A Farhang, M Pourbafrani, L Oster, ... Advanced Joining Processes, 101-118, 2020 | 11 | 2020 |
| A Python Extension to Simulate Petri nets in Process Mining M Pourbafrani, S Vasudevan, F Zafar, Y Xingran, R Singh, ... arXiv preprint arXiv:2102.08774, 2021 | 10 | 2021 |
| Data-driven Simulation in Process Mining: Introducing a Reference Model M Pourbafrani, WMP van der Aalst Proceedings of the 37th ECMS International Conference on Modelling and …, 2023 | 9 | 2023 |
| Hybrid business process simulation: Updating detailed process simulation models using high-level simulations M Pourbafrani, WMP van der Aalst International Conference on Research Challenges in Information Science, 177-194, 2022 | 9 | 2022 |
| Travag: Differentially private trace variant generation using gans M Rafiei, F Wangelik, M Pourbafrani, WMP van der Aalst International Conference on Research Challenges in Information Science, 415-431, 2023 | 7 | 2023 |
| Unconsidered Installations: Discovering IoT Deployments in the IPv6 Internet M Dahlmanns, F Heidenreich, J Lohmöller, J Pennekamp, K Wehrle, ... NOMS 2024-2024 IEEE Network Operations and Management Symposium, 1-8, 2024 | 6 | 2024 |
| Extracting rules from event data for study planning M Rafiei, D Bayrak, M Pourbafrani, G Park, H Helal, G Lakemeyer, ... International Conference on Process Mining, 361-374, 2023 | 6 | 2023 |