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IEICE Trans

Keyword : cross-validation

A Fast Cross-Validation Algorithm for Kernel Ridge Regression by Eigenvalue Decomposition
Akira TANAKA Hideyuki IMAI 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2019/09/01
Vol. E102-A  No. 9 ; pp. 1317-1320
Type of Manuscript:  LETTER
Category: Numerical Analysis and Optimization
Keyword: 
kernel ridge regression, model selection, hyperparameter, cross-validation, 
 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
On Kernel Parameter Selection in Hilbert-Schmidt Independence Criterion
Masashi SUGIYAMA Makoto YAMADA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2012/10/01
Vol. E95-D  No. 10 ; pp. 2564-2567
Type of Manuscript:  LETTER
Category: Artificial Intelligence, Data Mining
Keyword: 
Hilbert-Schmidt independence criterion, least-squares mutual information, cross-validation, Gaussian kernel, 
 Summary | Full Text:PDF
Texture Classification for Liver Tissues from Ultrasonic B-Scan Images Using Testified PNN
Yan SUN Jianming LU Takashi YAHAGI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2006/08/01
Vol. E89-D  No. 8 ; pp. 2420-2428
Type of Manuscript:  PAPER
Category: Pattern Recognition
Keyword: 
fractal dimension, multifractal, DBC (Differential Boxing-Counting), FDWT, PNN (Pyramid Neural Network), cross-validation, 
 Summary | Full Text:PDF