Cross-Project Software Defect Prediction Based on Feature Selection and Transfer Learning

2020 ◽  
pp. 363-371
Author(s):  
Tianwei Lei ◽  
Jingfeng Xue ◽  
Weijie Han
Keyword(s):  
Feature Selection ◽  
Transfer Learning ◽  
Defect Prediction ◽  
Software Defect Prediction ◽  
Software Defect ◽  
Cross Project

scholarly journals Feature Selection in Cross-Project Software Defect Prediction

2020 ◽  
Vol 1569 ◽  
pp. 022001
Author(s):  
A Saifudin ◽  
A Trisetyarso ◽  
W Suparta ◽  
C H Kang ◽  
B S Abbas ◽  
...  
Keyword(s):  
Feature Selection ◽  
Defect Prediction ◽  
Software Defect Prediction ◽  
Software Defect ◽  
Cross Project

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

A Cluster Based Feature Selection Method for Cross-Project Software Defect Prediction

2017 ◽  
Vol 32 (6) ◽  
pp. 1090-1107 ◽  
Author(s):  
Chao Ni ◽  
Wang-Shu Liu ◽  
Xiang Chen ◽  
Qing Gu ◽  
Dao-Xu Chen ◽  
...  
Keyword(s):  
Feature Selection ◽  
Feature Selection Method ◽  
Selection Method ◽  
Defect Prediction ◽  
Software Defect Prediction ◽  
Software Defect ◽  
Cross Project

scholarly journals Correlation feature and instance weights transfer learning for cross project software defect prediction

IET Software ◽  
2021 ◽  
Vol 15 (1) ◽  
pp. 55-74
Author(s):  
Quanyi Zou ◽  
Lu Lu ◽  
Shaojian Qiu ◽  
Xiaowei Gu ◽  
Ziyi Cai
Keyword(s):  
Transfer Learning ◽  
Defect Prediction ◽  
Software Defect Prediction ◽  
Software Defect ◽  
Cross Project
Sign in / Sign up

Export Citation Format

Share Document