Predictive monitoring of business processes FM Maggi, C Di Francescomarino, M Dumas, C Ghidini International conference on advanced information systems engineering, 457-472, 2014 | 189 | 2014 |
Complex symbolic sequence encodings for predictive monitoring of business processes A Leontjeva, R Conforti, C Di Francescomarino, M Dumas, FM Maggi International Conference on Business Process Management, 297-313, 2016 | 122 | 2016 |
Clustering-based predictive process monitoring C Di Francescomarino, M Dumas, FM Maggi, I Teinemaa IEEE transactions on services computing 12 (6), 896-909, 2016 | 92 | 2016 |
Reasoning on semantically annotated processes C Di Francescomarino, C Ghidini, M Rospocher, L Serafini, P Tonella International Conference on Service-Oriented Computing, 132-146, 2008 | 69 | 2008 |
The process model matching contest 2015 G Antunes, M Bakhshandeh, J Borbinha, J Cardoso, S Dadashnia, ... GI-Edition: Lecture Notes in Informatics. Proceedings 248, 127-155, 2015 | 63 | 2015 |
Semantically-aided business process modeling C Di Francescomarino, C Ghidini, M Rospocher, L Serafini, P Tonella International Semantic Web Conference, 114-129, 2009 | 63 | 2009 |
Predictive business process monitoring with structured and unstructured data I Teinemaa, M Dumas, FM Maggi, C Di Francescomarino International Conference on Business Process Management, 401-417, 2016 | 58 | 2016 |
Predictive process monitoring methods: Which one suits me best? C Di Francescomarino, C Ghidini, FM Maggi, F Milani International Conference on Business Process Management, 462-479, 2018 | 57 | 2018 |
Supporting ontology-based semantic annotation of business processes with automated suggestions C Di Francescomarino, P Tonella International Journal of Information System Modeling and Design (IJISMD) 1 …, 2010 | 53 | 2010 |
Reverse engineering of business processes exposed as web applications C Di Francescomarino, A Marchetto, P Tonella 2009 13th European Conference on Software Maintenance and Reengineering, 139-148, 2009 | 52 | 2009 |
Intra and inter-case features in predictive process monitoring: A tale of two dimensions A Senderovich, C Di Francescomarino, C Ghidini, K Jorbina, FM Maggi International Conference on Business Process Management, 306-323, 2017 | 49 | 2017 |
Crosscutting concern documentation by visual query of business processes C Di Francescomarino, P Tonella International Conference on Business Process Management, 18-31, 2008 | 49 | 2008 |
Add data into business process verification: Bridging the gap between theory and practice R De Masellis, C Di Francescomarino, C Ghidini, M Montali, S Tessaris Proceedings of the AAAI Conference on Artificial Intelligence 31 (1), 2017 | 48 | 2017 |
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 | 46 | 2018 |
An eye into the future: leveraging a-priori knowledge in predictive business process monitoring C Di Francescomarino, C Ghidini, FM Maggi, G Petrucci, A Yeshchenko International Conference on Business Process Management, 252-268, 2017 | 45 | 2017 |
Complex symbolic sequence clustering and multiple classifiers for predictive process monitoring I Verenich, M Dumas, M La Rosa, FM Maggi, C Di Francescomarino International Conference on Business Process Management, 218-229, 2016 | 41 | 2016 |
Predictive business process monitoring framework with hyperparameter optimization C Di Francescomarino, M Dumas, M Federici, C Ghidini, FM Maggi, ... International conference on advanced information systems engineering, 361-376, 2016 | 40 | 2016 |
Semantics-based aspect-oriented management of exceptional flows in business processes C Ghidini, C Di Francescomarino, M Rospocher, P Tonella, L Serafini IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and …, 2011 | 31 | 2011 |
Parallel algorithms for the automated discovery of declarative process models FM Maggi, C Di Ciccio, C Di Francescomarino, T Kala Information Systems 74, 136-152, 2018 | 27 | 2018 |
Completing workflow traces using action languages C Di Francescomarino, C Ghidini, S Tessaris, IV Sandoval International Conference on Advanced Information Systems Engineering, 314-330, 2015 | 24 | 2015 |