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IEICE Trans

Keyword : cost-sensitive learning

CAMRI Loss: Improving the Recall of a Specific Class without Sacrificing Accuracy
Daiki NISHIYAMA Kazuto FUKUCHI Youhei AKIMOTO Jun SAKUMA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2023/04/01
Vol. E106-D  No. 4 ; pp. 523-537
Type of Manuscript:  PAPER
Category: Artificial Intelligence, Data Mining
Keyword: 
machine learning, multiclass classification, loss function, neural networks, cost-sensitive learning, deep learning, 
 Summary | Full Text:PDF
Cost-Sensitive and Sparse Ladder Network for Software Defect Prediction
Jing SUN Yi-mu JI Shangdong LIU Fei WU 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2020/05/01
Vol. E103-D  No. 5 ; pp. 1177-1180
Type of Manuscript:  LETTER
Category: Software Engineering
Keyword: 
semi-supervised learning, software defect prediction, ladder network, cost-sensitive learning, sparse auto-encoder, 
 Summary | Full Text:PDF
Risk-Sensitive Learning via Minimization of Empirical Conditional Value-at-Risk
Hisashi KASHIMA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2007/12/01
Vol. E90-D  No. 12 ; pp. 2043-2052
Type of Manuscript:  PAPER
Category: Artificial Intelligence and Cognitive Science
Keyword: 
risk-sensitive learning, cost-sensitive learning, meta learning, conditional value-at-risk, expected shortfall, 
 Summary | Full Text:PDF