286 citations · 577 across the 19 of their papers we have counts for
3 papers · 1 filter
Learning Hybrid Process Models From Events: Process Discovery Without Faking Confidence
Wil M. P. van der Aalst, Riccardo De Masellis, Chiara Di Francescomarino +1
Process discovery techniques return process models that are either formal (precisely describing the possible behaviors) or informal (merely a "picture" not allowing for any form of…
Clustering-Based Predictive Process Monitoring
Chiara Di Francescomarino, Marlon Dumas, Fabrizio Maria Maggi +1
Business process enactment is generally supported by information systems that record data about process executions, which can be extracted as event logs. Predictive process monitor…
Predictive Monitoring of Business Processes
Fabrizio Maria Maggi, Chiara Di Francescomarino, Marlon Dumas +1
Modern information systems that support complex business processes generally maintain significant amounts of process execution data, particularly records of events corresponding to…