407 citations · 654 across the 11 of their papers we have counts for
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cs.SE2021★ 5 cited
The impact of using biased performance metrics on software defect prediction research
Jingxiu Yao, Martin Shepperd
Context: Software engineering researchers have undertaken many experiments investigating the potential of software defect prediction algorithms. Unfortunately, some widely used per…
cs.SE2021★ 407 cited
Evaluating prediction systems in software project estimation
Martin Shepperd, Stephen G. MacDonell
Context: Software engineering has a problem in that when we empirically evaluate competing prediction systems we obtain conflicting results. Objective: To reduce the inconsistency…