| Genetic algorithms for hyperparameter optimization in predictive business process monitoring C Di Francescomarino, M Dumas, M Federici, C Ghidini, FM Maggi, ... Information Systems 74, 67-83, 2018 | 98 | 2018 |
| Combining natural language processing approaches for rule extraction from legal documents M Dragoni, S Villata, W Rizzi, G Governatori AI Approaches to the Complexity of Legal Systems, 287-300, 2015 | 89* | 2015 |
| Predictive business process monitoring framework with hyperparameter optimization C Di Francescomarino, M Dumas, M Federici, C Ghidini, FM Maggi, ... Advanced Information Systems Engineering: 28th International Conference …, 2016 | 61 | 2016 |
| Explainability in predictive process monitoring: when understanding helps improving W Rizzi, C Di Francescomarino, FM Maggi International Conference on Business Process Management, 141-158, 2020 | 50 | 2020 |
| Nirdizati 2.0: New Features and Redesigned Backend W Rizzi, L Simonetto, C Di Francescomarino, C Ghidini, T Kasekamp, ... Proceedings of the Dissertation Award, Doctoral Consortium, and …, 2019 | 15 | 2019 |
| How do I update my model? On the resilience of Predictive Process Monitoring models to change W Rizzi, C Di Francescomarino, C Ghidini, FM Maggi Knowledge and Information Systems 64 (5), 1385-1416, 2022 | 11 | 2022 |
| A ProM operational support provider for predictive monitoring of business processes M Federici, W Rizzi, C Di Francescomarino, M Dumas, C Ghidini, ... Proceedings of the BPM Demo Session 2015; Co-located with the 13th …, 2015 | 10 | 2015 |
| Explainable predictive process monitoring: a user evaluation W Rizzi, M Comuzzi, C Di Francescomarino, C Ghidini, S Lee, FM Maggi, ... arXiv preprint arXiv:2202.07760, 2022 | 6 | 2022 |
| Incremental predictive process monitoring: How to deal with the variability of real environments C Di Francescomarino, C Ghidini, FM Maggi, W Rizzi, CD Persia arXiv preprint arXiv:1804.03967, 2018 | 6 | 2018 |
| Nirdizati: an Advanced Predictive Process Monitoring Toolkit W Rizzi, C Di Francescomarino, C Ghidini, FM Maggi arXiv preprint arXiv:2210.09688, 2022 | 2 | 2022 |
| Making sense of temporal data: the DECLARE encoding C Di Francescomarino, I Donadello, C Ghidini, FM Maggi, W Rizzi Proceedings of Workshop on Process Management in the AI Era (PMAI 2022) co …, 2022 | 2 | 2022 |
| Integrating Explainable Machine Learning and Predictive Process Monitoring W Rizzi Proceedings of the Dissertation Award, Doctoral Consortium, and …, 2021 | 2 | 2021 |
| Explain, Adapt and Retrain: How to improve the accuracy of a PPM classifier through different explanation styles W Rizzi, C Di Francescomarino, C Ghidini, FM Maggi arXiv preprint arXiv:2303.14939, 2023 | | 2023 |
| Predictive Process Monitoring: From Theory to Practice C Di Francescomarino, C Ghidini, FM Maggi, W Rizzi BPM2020 12168, xxxvi-xxxvii, 2020 | | 2020 |
Fabrizio MaggiAssociate Professor, Free University of Bozen-BolzanoVerified email at ut.ee
