70 citations
- KU LeuvenBE6 papers
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5 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…
Mutant Density: A Measure of Fault-Sensitive Complexity
Ali Parsai, Serge Demeyer
Software code complexity is a well-studied property to determine software component health. However, the existing code complexity metrics do not directly take into account the faul…
Comparing Mutation Coverage Against Branch Coverage in an Industrial Setting
Ali Parsai, Serge Demeyer
The state-of-the-practice in software development is driven by constant change fueled by continuous integration servers. Such constant change demands for frequent and fully automat…
Software Test Automation Maturity -- A Survey of the State of the Practice
Yuqing Wang, Mika V. Mäntylä, Serge Demeyer +3
The software industry has seen an increasing interest in test automation. In this paper, we present a test automation maturity survey serving as a self-assessment for practitioners…
Do Null-Type Mutation Operators Help Prevent Null-Type Faults?
Ali Parsai, Serge Demeyer
The null-type is a major source of faults in Java programs, and its overuse has a severe impact on software maintenance. Unfortunately traditional mutation testing operators do not…