3 papers
cs.SE2017
Automated Discovery of Process Models from Event Logs: Review and Benchmark
Adriano Augusto, Raffaele Conforti, Marlon Dumas +5
Process mining allows analysts to exploit logs of historical executions of business processes to extract insights regarding the actual performance of these processes. One of the mo…
cs.SE2016
Semantics and Analysis of DMN Decision Tables
Diego Calvanese, Marlon Dumas, Ülari Laurson +3
The Decision Model and Notation (DMN) is a standard notation to capture decision logic in business applications in general and business processes in particular. A central construct…
cs.SE2015
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…