Machine learning approach for software defect prediction using multi-core parallel computing

Benchmarking Classification Models for Software Defect Prediction: A Proposed Framework and Novel Findings

Stefan Lessmann, Bart Baesens, Christophe Mues et al. · IEEE Transactions on Software Engineering · 2008 · 1.2K citations

Computing, Computer Science, Machine Learning +16

Heterogeneous Defect Prediction

Jaechang Nam, Wei Fu, Sunghun Kim et al. · IEEE Transactions on Software Engineering · 2017 · 276 citations

Computing, Computer Science, Machine Learning +16

Software defect prediction based on kernel PCA and weighted extreme learning machine

Zhou Xu, Jin Liu, Xiapu Luo et al. · Information and Software Technology · 2018 · 185 citations

Computing, Computer Engineering, Computer Science +13

A two-phase transfer learning model for cross-project defect prediction

Chao Liu, Dan Yang, Xin Xia et al. · Information and Software Technology · 2018 · 135 citations · Full text

Computing, Computer Engineering, Data Science +10

A Large-Scale Study of the Impact of Feature Selection Techniques on Defect Classification Models

Baljinder Ghotra, Shane McIntosh, Ahmed E. Hassan · 2017 · 128 citations

Computing, Computer Science, Data Science +12