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IEICE Trans

Keyword : class imbalance

Class Imbalanced Multiclass Classification of Harmful Posts in Social Networks Based on Heterogeneous Graphs
Shunki FUCHIGAMI Ryo YOSHIDA Soh YOSHIDA Mitsuji MUNEYASU 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2026/06/01
Vol. E109-A  No. 6 ; pp. 1077-1088
Type of Manuscript:  Special Section PAPER (Special Section on Smart Multimedia & Communication Systems)
Category: 
Keyword: 
harmful speech, graph neural network, class imbalance, 
 Summary | Full Text:PDF
MDAug: Metamorphic Diffusion-Based Augmentation for Improving Deep Learning-Based Fault Localization without Test Oracles
Anlin HU Wenjiang FENG Xudong ZHU Junjie WANG Shaolong LI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2025/12/01
Vol. E108-D  No. 12 ; pp. 1635-1639
Type of Manuscript:  LETTER
Category: Software Engineering
Keyword: 
fault localization, metamorphic testing, diffusion models, class imbalance, 
 Summary | Full Text:PDF
Assessment System of Presentation Slide Design Using Visual and Structural Features
Shengzhou YI Junichiro MATSUGAMI Toshihiko YAMASAKI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2022/03/01
Vol. E105-D  No. 3 ; pp. 587-596
Type of Manuscript:  Special Section PAPER (Special Section on Human Communication IV)
Category: 
Keyword: 
presentation slide, class imbalance, feature fusion, transfer learning, multi-task learning, 
 Summary | Full Text:PDF
The Performance Stability of Defect Prediction Models with Class Imbalance: An Empirical Study
Qiao YU Shujuan JIANG Yanmei ZHANG 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2017/02/01
Vol. E100-D  No. 2 ; pp. 265-272
Type of Manuscript:  PAPER
Category: Software Engineering
Keyword: 
class imbalance, software defect prediction, prediction models, performance stability, imbalance ratio, 
 Summary | Full Text:PDF
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
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
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