123 citations · 443 across the 21 of their papers we have counts for
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cs.SE2016★ 33 cited
Why is Differential Evolution Better than Grid Search for Tuning Defect Predictors?
Wei Fu, Vivek Nair, Tim Menzies
Context: One of the black arts of data mining is learning the magic parameters which control the learners. In software analytics, at least for defect prediction, several methods, l…
cs.SE2016★ 3 cited
"Sampling"' as a Baseline Optimizer for Search-based Software Engineering
Jianfeng Chen, Vivek Nair, Rahul Krishna +1
Increasingly, Software Engineering (SE) researchers use search-based optimization techniques to solve SE problems with multiple conflicting objectives. These techniques often apply…