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Predictive Process Monitoring

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Modern information systems that support complex business processes generally maintain significant amounts of process execution data, particularly records of events corresponding to the execution of activities (event logs). In this reserach line we investigate and produce tools that exploit event logs to predict how ongoing (uncompleted) cases will unfold up to their completion. We actively work towards the development of a predictive process monitoring framework that collects a range of techniques that allow users to get different forms of accurate predictions. For instance on the achievement of a goal or the time required for such an achievement.

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