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3 papers · 2 filters
MDE for Machine Learning-Enabled Software Systems: A Case Study and Comparison of MontiAnna & ML-Quadrat
Jörg Christian Kirchhof, Evgeny Kusmenko, Jonas Ritz +5
In this paper, we propose to adopt the MDE paradigm for the development of Machine Learning (ML)-enabled software systems with a focus on the Internet of Things (IoT) domain. We il…
Conformance Checking for Trace Fragments Using Infix and Postfix Alignments
Daniel Schuster, Niklas Föcking, Sebastiaan J. van Zelst +1
Conformance checking deals with collating modeled process behavior with observed process behavior recorded in event data. Alignments are a state-of-the-art technique to detect, loc…
A Web-Based Tool for Comparative Process Mining
Madhavi Bangalore Shankara Narayana, Elisabetta Benevento, Marco Pegoraro +5
Process mining techniques enable the analysis of a wide variety of processes using event data. Among the available process mining techniques, most consider a single process perspec…