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 | 76 | 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 | 63* | 2015 |
Predictive business process monitoring framework with hyperparameter optimization CD Francescomarino, M Dumas, M Federici, C Ghidini, FM Maggi, ... International conference on advanced information systems engineering, 361-376, 2016 | 49 | 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 | 32 | 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 | 9 | 2019 |
A ProM Operational Support Provider for Predictive Monitoring of Business Processes. M Federici, W Rizzi, C Di Francescomarino, M Dumas, C Ghidini, ... BPM (Demos), 1-5, 2015 | 9 | 2015 |
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 | 3 | 2018 |
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 | 1 | 2022 |
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 | | 2022 |
Integrating Explainable Machine Learning and Predictive Process Monitoring W Rizzi Proceedings of the Dissertation Award, Doctoral Consortium, and …, 2021 | | 2021 |
Predictive Process Monitoring: From Theory to Practice C Di Francescomarino, C Ghidini, FM Maggi, W Rizzi BPM2020 12168, xxxvi-xxxvii, 2020 | | 2020 |