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IEICE Trans

Keyword : defect prediction

Commit-Based Class-Level Defect Prediction for Python Projects
Khine Yin MON Masanari KONDO Eunjong CHOI Osamu MIZUNO 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2023/02/01
Vol. E106-D  No. 2 ; pp. 157-165
Type of Manuscript:  Special Section PAPER (Special Section on Empirical Software Engineering)
Category: 
Keyword: 
defect prediction, fine-grained prediction, empirical software engineering, mining software repositories, 
 Summary | Full Text:PDF
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:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2021/02/01
Vol. E104-D  No. 2 ; pp. 327-331
Type of Manuscript:  LETTER
Category: Software Engineering
Keyword: 
defect prediction, multi-armed bandit, diversity of datasets, dynamic model selection, risk-based testing, 
 Summary | Full Text:PDF
Evaluation of Software Fault Prediction Models Considering Faultless Cases
Yukasa MURAKAMI Masateru TSUNODA Koji TODA 
Publication:   IEICE TRANSACTIONS on Information and Systems
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 prediction, Tobit model, Poisson regression, ensemble method, 
 Summary | Full Text:PDF
Cross-Validation-Based Association Rule Prioritization Metric for Software Defect Characterization
Takashi WATANABE Akito MONDEN Zeynep YÜCEL Yasutaka KAMEI Shuji MORISAKI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2018/09/01
Vol. E101-D  No. 9 ; pp. 2269-2278
Type of Manuscript:  PAPER
Category: Software Engineering
Keyword: 
association rule mining, defect prediction, cross-validation, data mining, software quality, 
 Summary | Full Text:PDF
Kernel CCA Based Transfer Learning for Software Defect Prediction
Ying MA Shunzhi ZHU Yumin CHEN Jingjing LI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2017/08/01
Vol. E100-D  No. 8 ; pp. 1903-1906
Type of Manuscript:  LETTER
Category: Software Engineering
Keyword: 
machine learning, defect prediction, transfer learning, kernel canonical correlation analysis, 
 Summary | Full Text:PDF
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 prediction, class imbalance, kernel partial least squares, machine learning, 
 Summary | Full Text:PDF
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 learning, defect prediction, active learning, support vector machine, 
 Summary | Full Text:PDF
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 prediction, class imbalance, kernel principal component analysis, machine learning, 
 Summary | Full Text:PDF