Search Results for author: Matthias Stierle

Found 3 papers, 1 papers with code

A Technique for Determining Relevance Scores of Process Activities using Graph-based Neural Networks

1 code implementation7 Aug 2020 Matthias Stierle, Sven Weinzierl, Maximilian Harl, Martin Matzner

Through annotations with metrics such as the frequency or duration of activities, these models provide generic information to the process analyst.

Conformance checking: A state-of-the-art literature review

no code implementations21 Jul 2020 Sebastian Dunzer, Matthias Stierle, Martin Matzner, Stephan Baier

Conformance checking is a set of process mining functions that compare process instances with a given process model.

Cause vs. Effect in Context-Sensitive Prediction of Business Process Instances

no code implementations15 Jul 2020 Jens Brunk, Matthias Stierle, Leon Papke, Kate Revoredo, Martin Matzner, Jörg Becker

Predicting undesirable events during the execution of a business process instance provides the process participants with an opportunity to intervene and keep the process aligned with its goals.

Predictive Process Monitoring

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