Keyword : defect prediction


A Novel Approach to Address External Validity Issues in Fault Prediction Using Bandit Algorithms
Teruki HAYAKAWA Masateru TSUNODA Koji TODA Keitaro NAKASAI Amjed TAHIR Kwabena Ebo BENNIN Akito MONDEN Kenichi MATSUMOTO 
Publication:   
Publication Date: 2021/02/01
Vol. E104-D  No. 2 ; pp. 327-331
Type of Manuscript:  LETTER
Category: Software Engineering
Keyword: 
defect predictionmulti-armed banditdiversity of datasetsdynamic model selectionrisk-based testing
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Evaluation of Software Fault Prediction Models Considering Faultless Cases
Yukasa MURAKAMI Masateru TSUNODA Koji TODA 
Publication:   
Publication Date: 2020/06/01
Vol. E103-D  No. 6 ; pp. 1319-1327
Type of Manuscript:  Special Section PAPER (Special Section on Knowledge-Based Software Engineering)
Category: 
Keyword: 
defect predictionTobit modelPoisson regressionensemble method
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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
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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
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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
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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
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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
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