scholarly journals Automatically identifying code features for software defect prediction: Using AST N-grams

2019 ◽  
Vol 106 ◽  
pp. 142-160 ◽  
Author(s):  
Thomas Shippey ◽  
David Bowes ◽  
Tracy Hall
Keyword(s):  
Defect Prediction ◽  
Software Defect Prediction ◽  
Identifying Code ◽  
Software Defect

Software Defect Prediction Incremental Model using Ensemble Learning

2020 ◽  
Vol 16 (11) ◽  
pp. 1771
Author(s):  
Wang Shibo ◽  
Li Yong ◽  
Mi Wenbo ◽  
Liu Ying
Keyword(s):  
Ensemble Learning ◽  
Defect Prediction ◽  
Software Defect Prediction ◽  
Incremental Model ◽  
Software Defect

Research of Software Defect Prediction Model Based on ACO-SVM

2011 ◽  
Vol 34 (6) ◽  
pp. 1148-1154 ◽  
Author(s):  
Hui-Yan JIANG ◽  
Mao ZONG ◽  
Xiang-Ying LIU
Keyword(s):  
Prediction Model ◽  
Defect Prediction ◽  
Software Defect Prediction ◽  
Model Based ◽  
Software Defect

Software Defect Prediction via Deep Belief Network

2019 ◽  
Vol 28 (5) ◽  
pp. 925-932
Author(s):  
Hua WEI ◽  
Chun SHAN ◽  
Changzhen HU ◽  
Yu ZHANG ◽  
Xiao YU
Keyword(s):  
Deep Belief Network ◽  
Defect Prediction ◽  
Software Defect Prediction ◽  
Belief Network ◽  
Software Defect

scholarly journals RFC: A feature selection algorithm for software defect prediction

2021 ◽  
Vol 32 (2) ◽  
pp. 389-398
Author(s):  
Xu Xiaolong ◽  
Chen Wen ◽  
Wang Xinheng
Keyword(s):  
Feature Selection ◽  
Defect Prediction ◽  
Software Defect Prediction ◽  
Selection Algorithm ◽  
Feature Selection Algorithm ◽  
Software Defect

Software Defect Prediction and Localization with Attention-Based Models and Ensemble Learning

2020 ◽  
Author(s):  
Tianhang Zhang ◽  
Qingfeng Du ◽  
Jincheng Xu ◽  
Jiechu Li ◽  
Xiaojun Li
Keyword(s):  
Ensemble Learning ◽  
Defect Prediction ◽  
Software Defect Prediction ◽  
Software Defect
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