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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, ...

    Lucantonio Ghionna, Gianluigi Greco, Antonella Guzzo in Foundations of Intelligent Systems (2008)

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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...

    Francesco Folino, Gianluigi Greco, Antonella Guzzo in Enterprise Information Systems (2009)