21 citations · 27 across the 4 of their papers we have counts for
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cs.SE2018★ 4 cited
AutoSpearman: Automatically Mitigating Correlated Metrics for Interpreting Defect Models
Jirayus Jiarpakdee, Chakkrit Tantithamthavorn, Christoph Treude
The interpretation of defect models heavily relies on software metrics that are used to construct them. However, such software metrics are often correlated to defect models. Prior…
cs.SE2018★ 21 cited
The Impact of Correlated Metrics on Defect Models
Jirayus Jiarpakdee, Chakkrit Tantithamthavorn, Ahmed E. Hassan
Defect models are analytical models that are used to build empirical theories that are related to software quality. Prior studies often derive knowledge from such models using inte…