Keyword : defect prediction


Cross-Validation-Based Association Rule Prioritization Metric for Software Defect Characterization
Takashi WATANABE Akito MONDEN Zeynep YÜCEL Yasutaka KAMEI Shuji MORISAKI 
Publication:   
Publication Date: 2018/09/01
Vol. E101-D  No. 9 ; pp. 2269-2278
Type of Manuscript:  PAPER
Category: Software Engineering
Keyword: 
association rule miningdefect predictioncross-validationdata miningsoftware quality
 Summary | Full Text:PDF(1.4MB)

Kernel CCA Based Transfer Learning for Software Defect Prediction
Ying MA Shunzhi ZHU Yumin CHEN Jingjing LI 
Publication:   
Publication Date: 2017/08/01
Vol. E100-D  No. 8 ; pp. 1903-1906
Type of Manuscript:  LETTER
Category: Software Engineering
Keyword: 
machine learningdefect predictiontransfer learningkernel canonical correlation analysis
 Summary | Full Text:PDF(188KB)

Asymmetric Learning Based on Kernel Partial Least Squares for Software Defect Prediction
Guangchun LUO Ying MA Ke QIN 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2012/07/01
Vol. E95-D  No. 7 ; pp. 2006-2008
Type of Manuscript:  LETTER
Category: Software Engineering
Keyword: 
defect predictionclass imbalancekernel partial least squaresmachine learning
 Summary | Full Text:PDF(64.6KB)

Active Learning for Software Defect Prediction
Guangchun LUO Ying MA Ke QIN 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2012/06/01
Vol. E95-D  No. 6 ; pp. 1680-1683
Type of Manuscript:  LETTER
Category: Software Engineering
Keyword: 
machine learningdefect predictionactive learningsupport vector machine
 Summary | Full Text:PDF(146KB)

Kernel Based Asymmetric Learning for Software Defect Prediction
Ying MA Guangchun LUO Hao CHEN 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2012/01/01
Vol. E95-D  No. 1 ; pp. 267-270
Type of Manuscript:  LETTER
Category: Software Engineering
Keyword: 
defect predictionclass imbalancekernel principal component analysismachine learning
 Summary | Full Text:PDF(73KB)