| The internet of things meets business process management: a manifesto C Janiesch, A Koschmider, M Mecella, B Weber, A Burattin, C Di Ciccio, ... IEEE Systems, Man, and Cybernetics Magazine 6 (4), 34-44, 2020 | 292* | 2020 |
| Balanced multi-perspective checking of process conformance F Mannhardt, M de Leoni, HA Reijers, WMP van der Aalst Computing 98 (4), 407-437, 2016 | 281 | 2016 |
| Process Mining for Healthcare: Characteristics and Challenges J Munoz-Gama, N Martin, C Fernandez-Llatas, OA Johnson, M Sepúlveda, ... Journal of Biomedical Informatics, 103994, 2022 | 235 | 2022 |
| Event abstraction in process mining: literature review and taxonomy SJ van Zelst, F Mannhardt, M de Leoni, A Koschmider Granular Computing, 1-18, 2020 | 171 | 2020 |
| Road traffic fine management process M de Leoni, F Mannhardt Eindhoven University of Technology. Dataset, 2015 | 142* | 2015 |
| Sepsis Cases - Event Log F Mannhardt Eindhoven University of Technology. Dataset, 2016 | 129* | 2016 |
| Multi-perspective process mining F Mannhardt Eindhoven University of Technology, 2018 | 127 | 2018 |
| Data-Driven Process Discovery-Revealing Conditional Infrequent Behavior from Event Logs F Mannhardt, M de Leoni, HA Reijers, WMP van der Aalst 29th International Conference on Advanced Information Systems Engineering …, 2017 | 127 | 2017 |
| Analyzing the Trajectories of Patients with Sepsis using Process Mining F Mannhardt, D Blinde RADAR+EMISA 2017, 72–80, 2017 | 121 | 2017 |
| From Low-Level Events to Activities - A Pattern-based Approach F Mannhardt, M de Leoni, HA Reijers, WMP van der Aalst, PJ Toussaint 14th International Conference on Business Process Management, BPM 2016, Rio …, 2016 | 110 | 2016 |
| Privacy-Preserving Process Mining - Differential Privacy for Event Logs F Mannhardt, A Koschmider, N Baracaldo, M Weidlich, J Michael Business & Information Systems Engineering, 1-20, 2019 | 107 | 2019 |
| The Multi-perspective Process Explorer F Mannhardt, M de Leoni, HA Reijers Proceedings of the BPM Demo Session 2015, Co-located with the 13th …, 2015 | 94 | 2015 |
| Decision Mining Revisited - Discovering Overlapping Rules F Mannhardt, M de Leoni, HA Reijers, WMP van der Aalst 28th International Conference on Advanced Information Systems Engineering …, 2016 | 93 | 2016 |
| Recommendations for enhancing the usability and understandability of process mining in healthcare N Martin, J De Weerdt, C Fernández-Llatas, A Gal, R Gatta, G Ibáñez, ... Artificial Intelligence in Medicine 109, 101962, 2020 | 80 | 2020 |
| Privacy Challenges for Process Mining in Human-centered Industrial Environments F Mannhardt, SA Petersen, MF Oliveira Intelligent Environments 2018, 2018 | 76 | 2018 |
| Guided Process Discovery - A Pattern-based Approach F Mannhardt, M de Leoni, HA Reijers, WM van der Aalst, PJ Toussaint Information Systems 76, 1-18, 2018 | 76 | 2018 |
| 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 | 59 | 2021 |
| Unsupervised Event Abstraction using Pattern Abstraction and Local Process Models F Mannhardt, N Tax RADAR+EMISA 2017, 55–63, 2017 | 53 | 2017 |
| Heuristic mining revamped: an interactive, data-aware, and conformance-aware miner F Mannhardt, M De Leoni, HA Reijers 15th International Conference on Business Process Management (BPM 2017), 1-5, 2017 | 48 | 2017 |
| User-centered and privacy-driven process mining system design for IoT J Michael, A Koschmider, F Mannhardt, N Baracaldo, B Rumpe Information Systems Engineering in Responsible Information Systems: CAiSE …, 2019 | 47 | 2019 |
Massimiliano de LeoniAssociate Professor of Computer Science, University of PadovaVerified email at math.unipd.it
