Keyword : software defect prediction


Cost-Sensitive and Sparse Ladder Network for Software Defect Prediction
Jing SUN Yi-mu JI Shangdong LIU Fei WU 
Publication:   
Publication Date: 2020/05/01
Vol. E103-D  No. 5 ; pp. 1177-1180
Type of Manuscript:  LETTER
Category: Software Engineering
Keyword: 
semi-supervised learningsoftware defect predictionladder networkcost-sensitive learningsparse auto-encoder
 Summary | Full Text:PDF(428.6KB)

Empirical Studies of a Kernel Density Estimation Based Naive Bayes Method for Software Defect Prediction
Haijin JI Song HUANG Xuewei LV Yaning WU Yuntian FENG 
Publication:   
Publication Date: 2019/01/01
Vol. E102-D  No. 1 ; pp. 75-84
Type of Manuscript:  PAPER
Category: Software Engineering
Keyword: 
software defect predictionnaive Bayeskernel density estimationsoftware metrics
 Summary | Full Text:PDF(2.8MB)

The Performance Stability of Defect Prediction Models with Class Imbalance: An Empirical Study
Qiao YU Shujuan JIANG Yanmei ZHANG 
Publication:   
Publication Date: 2017/02/01
Vol. E100-D  No. 2 ; pp. 265-272
Type of Manuscript:  PAPER
Category: Software Engineering
Keyword: 
class imbalancesoftware defect predictionprediction modelsperformance stabilityimbalance ratio
 Summary | Full Text:PDF(645KB)