31 citations · 72 across the 13 of their papers we have counts for
3 papers · 2 filters
Outcome-Oriented Prescriptive Process Monitoring Based on Temporal Logic Patterns
Ivan Donadello, Chiara Di Francescomarino, Fabrizio Maria Maggi +2
Prescriptive Process Monitoring systems recommend, during the execution of a business process, interventions that, if followed, prevent a negative outcome of the process. Such inte…
Nirdizati: an Advanced Predictive Process Monitoring Toolkit
Williams Rizzi, Chiara Di Francescomarino, Chiara Ghidini +1
Predictive Process Monitoring is a field of Process Mining that aims at predicting how an ongoing execution of a business process will develop in the future using past process exec…
Explainable Predictive Process Monitoring: A User Evaluation
Williams Rizzi, Marco Comuzzi, Chiara Di Francescomarino +4
Explainability is motivated by the lack of transparency of black-box Machine Learning approaches, which do not foster trust and acceptance of Machine Learning algorithms. This also…