42 citations · 78 across the 11 of their papers we have counts for
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cs.SE2022★ 2 cited
On the Use of Deep Learning in Software Defect Prediction
Görkem Giray, Kwabena Ebo Bennin, Ömer Köksal +2
Context: Automated software defect prediction (SDP) methods are increasingly applied, often with the use of machine learning (ML) techniques. Yet, the existing ML-based approaches…
cs.SE2022★ 42 cited
An Empirical Study on the Effectiveness of Data Resampling Approaches for Cross-Project Software Defect Prediction
Kwabena Ebo Bennin, Amjed Tahir, Stephen G. MacDonell +1
Crossp-roject defect prediction (CPDP), where data from different software projects are used to predict defects, has been proposed as a way to provide data for software projects th…