20 citations · 101 across the 31 of their papers we have counts for
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stat.ML2017
Transfer Learning for Performance Modeling of Configurable Systems: An Exploratory Analysis
Pooyan Jamshidi, Norbert Siegmund, Miguel Velez +3
Modern software systems provide many configuration options which significantly influence their non-functional properties. To understand and predict the effect of configuration opti…
cs.SE2017★ 18 cited
Differential Testing for Variational Analyses: Experience from Developing KConfigReader
Christian Kästner
Differential testing to solve the oracle problem has been applied in many scenarios where multiple supposedly equivalent implementations exist, such as multiple implementations of…
cs.SE2017
Transfer Learning for Improving Model Predictions in Highly Configurable Software
Pooyan Jamshidi, Miguel Velez, Christian Kästner +2
Modern software systems are built to be used in dynamic environments using configuration capabilities to adapt to changes and external uncertainties. In a self-adaptation context,…