35 citations · 129 across the 28 of their papers we have counts for
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cs.SE2020★ 9 cited
Automated, Cost-effective, and Update-driven App Testing
Chanh Duc Ngo, Fabrizio Pastore, Lionel Briand
Apps' pervasive role in our society led to the definition of test automation approaches to ensure their dependability. However, state-of-the-art approaches tend to generate large n…
cs.SE2020★ 35 cited
Supporting DNN Safety Analysis and Retraining through Heatmap-based Unsupervised Learning
Hazem Fahmy, Fabrizio Pastore, Mojtaba Bagherzadeh +1
Deep neural networks (DNNs) are increasingly important in safety-critical systems, for example in their perception layer to analyze images. Unfortunately, there is a lack of method…