311 citations · 392 across the 4 of their papers we have counts for
4 papers
TDSelector: A Training Data Selection Method for Cross-Project Defect Prediction
Peng He, Yutao Ma, Bing Li
In recent years, cross-project defect prediction (CPDP) attracted much attention and has been validated as a feasible way to address the problem of local data sparsity in newly cre…
Towards Cross-Project Defect Prediction with Imbalanced Feature Sets
Peng He, Bing Li, Yutao Ma
Cross-project defect prediction (CPDP) has been deemed as an emerging technology of software quality assurance, especially in new or inactive projects, and a few improved methods h…
Simplification of Training Data for Cross-Project Defect Prediction
Peng He, Bing Li, Deguang Zhang +1
Cross-project defect prediction (CPDP) plays an important role in estimating the most likely defect-prone software components, especially for new or inactive projects. To the best…
An Empirical Study on Software Defect Prediction with a Simplified Metric Set
Peng He, Bing Li, Xiao Liu +2
Software defect prediction plays a crucial role in estimating the most defect-prone components of software, and a large number of studies have pursued improving prediction accuracy…