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Chapter and Conference Paper
Outlier Detection Techniques for Process Mining Applications
Classical outlier detection approaches may hardly fit process mining applications, since in these settings anomalies emerge not only as deviations from the sequence of events most often registered in the log, ...
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Chapter and Conference Paper
Discovering Multi-perspective Process Models: The Case of Loosely-Structured Processes
Process Mining techniques exploit the information stored in the execution log of a process to extract some high-level process model, useful for analysis or design tasks. Most of these techniques focus on “stru...