14 citations · 17 across the 3 of their papers we have counts for
4 papers
Enjoy the Silence: Analysis of Stochastic Petri Nets with Silent Transitions
Sander J. J. Leemans, Fabrizio M. Maggi, Marco Montali
Capturing stochastic behaviors in business and work processes is essential to quantitatively understand how nondeterminism is resolved when taking decisions within the process. Thi…
Explain, Adapt and Retrain: How to improve the accuracy of a PPM classifier through different explanation styles
Williams Rizzi, Chiara Di Francescomarino, Chiara Ghidini +1
Recent papers have introduced a novel approach to explain why a Predictive Process Monitoring (PPM) model for outcome-oriented predictions provides wrong predictions. Moreover, the…
Business Process Deviance Mining: Review and Evaluation
Hoang Nguyen, Marlon Dumas, Marcello La Rosa +2
Business process deviance refers to the phenomenon whereby a subset of the executions of a business process deviate, in a negative or positive way, with respect to its expected or…
LTLf and LDLf Monitoring: A Technical Report
Giuseppe De Giacomo, Riccardo De Masellis, Marco Grasso +2
Runtime monitoring is one of the central tasks to provide operational decision support to running business processes, and check on-the-fly whether they comply with constraints and…