IEICE Trans

Ying MA

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 learning, defect prediction, transfer learning, kernel canonical correlation analysis,
	Summary \| Full Text:PDF(188KB)

Balanced Neighborhood Classifiers for Imbalanced Data Sets Shunzhi ZHU Ying MA Weiwei PAN Xiatian ZHU Guangchun LUO
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2014/12/01 Vol. E97-D No. 12 pp. 3226-3229 Type of Manuscript: LETTER Category: Pattern Recognition Keyword: machine learning, class imbalance, class distribution, classification,
	Summary \| Full Text:PDF(546.1KB)

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(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 learning, defect prediction, active learning, support 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 prediction, class imbalance, kernel principal component analysis, machine learning,
	Summary \| Full Text:PDF(73KB)