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- Centre National de la Recherche ScientifiqueFR488 papers
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35 papers · 1 filter
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…
Design Thinking and Creativity of Co-located vs. Globally Distributed Software Developers
Rodi Jolak, Andreas Wortmann, Grischa Liebel +2
Context: Designing software is an activity in which software developers think and make design decisions that shape the structure and behavior of software products. Designing softwa…
What if Process Predictions are not followed by Good Recommendations? (Technical Report)
Marcus Dees, Massimiliano de Leoni, Wil M. P. van der Aalst +1
Process-aware Recommender systems (PAR systems) are information systems that aim to monitor process executions, predict their outcome, and recommend effective interventions to redu…
Safety Analysis for Vehicle Guidance Systems with Dynamic Fault Trees
Majdi Ghadhab, Sebastian Junges, Joost-Pieter Katoen +2
This paper considers the design-phase safety analysis of vehicle guidance systems. The proposed approach constructs dynamic fault trees (DFTs) to model a variety of safety concepts…