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IEICE Trans

Keyword : multiclass classification

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
An Improved Online Multiclass Classification Algorithm Based on Confidence-Weighted
Ji HU Chenggang YAN Jiyong ZHANG Dongliang PENG Chengwei REN Shengying YANG 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2021/06/01
Vol. E104-D  No. 6 ; pp. 840-849
Type of Manuscript:  PAPER
Category: Artificial Intelligence, Data Mining
Keyword: 
cognitive system, online learning, multiclass classification, streaming data, confidence-weighted, 
 Summary | Full Text:PDF
Multiclass Probabilistic Classification for Support Vector Machines
Ji-Sang BAE Jong-Ok KIM 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2015/06/01
Vol. E98-D  No. 6 ; pp. 1251-1255
Type of Manuscript:  LETTER
Category: Human-computer Interaction
Keyword: 
multiclass classification, probabilistic classification, SVM, age-group classification, 
 Summary | Full Text:PDF
Specific Random Trees for Random Forest
Zhi LIU Zhaocai SUN Hongjun WANG 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2013/03/01
Vol. E96-D  No. 3 ; pp. 739-741
Type of Manuscript:  LETTER
Category: Artificial Intelligence, Data Mining
Keyword: 
random forest, multiclass classification, specific random trees, 
 Summary | Full Text:PDF
Multiclass Boosting Algorithms for Shrinkage Estimators of Class Probability
Takafumi KANAMORI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2007/12/01
Vol. E90-D  No. 12 ; pp. 2033-2042
Type of Manuscript:  PAPER
Category: Artificial Intelligence and Cognitive Science
Keyword: 
multiclass classification, loss functions, conditional probability, shrinkage estimator, learning process, 
 Summary | Full Text:PDF