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IEICE Trans

Keyword : kernel regression

Kernel-Based Regressors Equivalent to Stochastic Affine Estimators
Akira TANAKA Masanari NAKAMURA Hideyuki IMAI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2022/01/01
Vol. E105-D  No. 1 ; pp. 116-122
Type of Manuscript:  PAPER
Category: Artificial Intelligence, Data Mining
Keyword: 
kernel regression, autocorrelation prior, linear estimators, affine estimators, optimization criterion, 
 Summary | Full Text:PDF
Ensemble and Multiple Kernel Regressors: Which Is Better?
Akira TANAKA Hirofumi TAKEBAYASHI Ichigaku TAKIGAWA Hideyuki IMAI Mineichi KUDO 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2015/11/01
Vol. E98-A  No. 11 ; pp. 2315-2324
Type of Manuscript:  PAPER
Category: Neural Networks and Bioengineering
Keyword: 
kernel regression, ensemble kernel regressor, multiple kernel regressor, generalization error, reproducing kernel Hilbert spaces, 
 Summary | Full Text:PDF