| Privacy and confidentiality in process mining: Threats and research challenges G Elkoumy, SA Fahrenkrog-Petersen, MF Sani, A Koschmider, ... ACM Transactions on Management Information System (TMIS) 13 (1), 1-17, 2021 | 87 | 2021 |
| Group-based privacy preservation techniques for process mining M Rafiei, WMP van der Aalst Data & Knowledge Engineering 134, 101908, 2021 | 69 | 2021 |
| A novel method for expert finding in online communities based on concept map and PageRank M Rafiei, AA Kardan Human-centric computing and information sciences 5 (1), 10, 2015 | 67 | 2015 |
| Privacy-Preserving Data Publishing in Process Mining M Rafiei, WMP van der Aalst International Conference on Business Process Management, 122-138, 2020 | 49* | 2020 |
| OCEL (object-centric event log) 2.0 specification A Berti, I Koren, JN Adams, G Park, B Knopp, N Graves, M Rafiei, L Liß, ... arXiv preprint arXiv:2403.01975, 2024 | 46 | 2024 |
| TLKC-Privacy Model For Process Mining M Rafiei, M Wagner, WMP van der Aalst Research Challenges in Information Science - 14th International Conference …, 2020 | 46 | 2020 |
| Mining roles from event logs while preserving privacy M Rafiei, WMP van der Aalst International Conference on Business Process Management, 676-689, 2019 | 44 | 2019 |
| An event data extraction approach from SAP ERP for process mining A Berti, G Park, M Rafiei, WMP Van Der Aalst International Conference on Process Mining, 255-267, 2021 | 42 | 2021 |
| Supporting confidentiality in process mining using abstraction and encryption M Rafiei, L Von Waldthausen, WMP van der Aalst International Symposium on Data-Driven Process Discovery and Analysis, 101-123, 2018 | 39 | 2018 |
| Ensuring Confidentiality in Process Mining M Rafiei, L von Waldthausen, WMP van der Aalst Proceedings of the 8th International Symposium on Data-driven Process …, 2018 | 39 | 2018 |
| Towards quantifying privacy in process mining M Rafiei, WMP van der Aalst International Conference on Process Mining, 385-397, 2020 | 34 | 2020 |
| Trustworthy artificial intelligence and process mining: challenges and opportunities A Pery, M Rafiei, M Simon, WMP van der Aalst International Conference on Process Mining, 395-407, 2021 | 33 | 2021 |
| Analyzing interconnected processes: using object-centric process mining to analyze procurement processes A Berti, U Jessen, G Park, M Rafiei, WMP van der Aalst International Journal of Data Science and Analytics 20 (2), 475-497, 2025 | 25 | 2025 |
| A generic approach to extract object-centric event data from databases supporting SAP ERP A Berti, G Park, M Rafiei, WMP van der Aalst Journal of Intelligent Information Systems 61 (3), 835-857, 2023 | 23 | 2023 |
| An abstraction-based approach for privacy-aware federated process mining M Rafiei, WMP Van Der Aalst IEEE Access 11, 33697-33714, 2023 | 21 | 2023 |
| Privacy-preserving continuous event data publishing M Rafiei, WMP van der Aalst International Conference on Business Process Management, 178-194, 2021 | 17 | 2021 |
| TraVaS: differentially private trace variant selection for process mining M Rafiei, F Wangelik, WMP van der Aalst International Conference on Process Mining, 114-126, 2022 | 13 | 2022 |
| PC4PM: A tool for privacy/confidentiality preservation in process mining M Rafiei, A Schnitzler, WMP van der Aalst arXiv preprint arXiv:2107.14499, 2021 | 13 | 2021 |
| OCEL (object-centric event log) 2.0 specification (2023) A Berti, I Koren, JN Adams, G Park, B Knopp, N Graves, M Rafiei, L Liß, ... URL https://www. ocel-standard. org/2.0/ocel20_specification. pdf, 0 | 11 | |
| 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 | 10 | 2023 |
Wil van der AalstProfessor of Process and Data Science, RWTH Aachen University || Celonis || Fraunhofer FIT || TU/eVerified email at pads.rwth-aachen.de
