Software defect prediction model based on LASSO–SVM

An Empirical Comparison of Model Validation Techniques for Defect Prediction Models

Chakkrit Tantithamthavorn, Shane McIntosh, Ahmed E. Hassan et al. · IEEE Transactions on Software Engineering · 2016 · 566 citations

Computing, Computer Science, Predictive Analytics +15

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

Label propagation based semi-supervised learning for software defect prediction

Zhiwu Zhang, Xiao‐Yuan Jing, Tiejian Wang · Automated Software Engineering · 2016 · 131 citations

Computing, Computer Engineering, Computer Science +14

DHSpred: support-vector-machine-based human DNase I hypersensitive sites prediction using the optimal features selected by random forest

Balachandran Manavalan, Tae Hwan Shin, Gwang Lee · Oncotarget · 2017 · 94 citations · Full text

Life Sciences, Bioinformatics, Molecular Biology +8

Developer Micro Interaction Metrics for Software Defect Prediction

Taek Lee, Jaechang Nam, DongGyun Han et al. · IEEE Transactions on Software Engineering · 2016 · 65 citations

Computing, Computer Science, Human-computer Interaction +15