Software visualization and deep transfer learning for effective software defect prediction

2020 ◽  
Author(s):  
Jinyin Chen ◽  
Keke Hu ◽  
Yue Yu ◽  
Zhuangzhi Chen ◽  
Qi Xuan ◽  
...  
Keyword(s):  
Transfer Learning ◽  
Software Visualization ◽  
Defect Prediction ◽  
Software Defect Prediction ◽  
Software Defect

scholarly journals Kernel CCA Based Transfer Learning for Software Defect Prediction

2017 ◽  
Vol E100.D (8) ◽  
pp. 1903-1906 ◽  
Author(s):  
Ying MA ◽  
Shunzhi ZHU ◽  
Yumin CHEN ◽  
Jingjing LI
Keyword(s):  
Transfer Learning ◽  
Defect Prediction ◽  
Software Defect Prediction ◽  
Software Defect ◽  
Kernel Cca

scholarly journals A novel cross-project software defect prediction algorithm based on transfer learning

2022 ◽  
Vol 27 (1) ◽  
pp. 41-57
Author(s):  
Shiqi Tang ◽  
Song Huang ◽  
Changyou Zheng ◽  
Erhu Liu ◽  
Cheng Zong ◽  
...  
Keyword(s):  
Transfer Learning ◽  
Prediction Algorithm ◽  
Defect Prediction ◽  
Software Defect Prediction ◽  
Software Defect ◽  
Cross Project

scholarly journals Multiview Transfer Learning for Software Defect Prediction

IEEE Access ◽  
2019 ◽  
Vol 7 ◽  
pp. 8901-8916 ◽  
Author(s):  
Jinyin Chen ◽  
Yitao Yang ◽  
Keke Hu ◽  
Qi Xuan ◽  
Yi Liu ◽  
...  
Keyword(s):  
Transfer Learning ◽  
Defect Prediction ◽  
Software Defect Prediction ◽  
Software Defect

Approach to cross-company spacecraft software defect prediction based on transfer learning

2019 ◽  
Vol 27 (2) ◽  
pp. 469-478
Author(s):  
哈清华 HA Qing-hua ◽  
刘大有 LIU Da-you ◽  
陈 媛 CHEN Yuan ◽  
刘 逻 LIU Luo
Keyword(s):  
Transfer Learning ◽  
Defect Prediction ◽  
Software Defect Prediction ◽  
Software Defect
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