7 citations · 9 across the 2 of their papers we have counts for
2 papers
cs.SE2021★ 2 cited
An extensive empirical study of inconsistent labels in multi-version-project defect data sets
Shiran Liu, Zhaoqiang Guo, Yanhui Li +4
The label quality of defect data sets has a direct influence on the reliability of defect prediction models. In this study, for multi-version-project defect data sets, we propose a…
cs.SE2018★ 7 cited
An empirical study of public data quality problems in cross project defect prediction
Zhongbin Sun, Junqi Li, Heli Sun
Background: Two public defect data, including Jureczko and NASA datasets, have been widely used in cross project defect prediction (CPDP). The quality of defect data have been repo…