Keyword : nonparametric regression


A Sparse Modeling Method Based on Reduction of Cost Function in Regularized Forward Selection
Katsuyuki HAGIWARA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2014/01/01
Vol. E97-D  No. 1 ; pp. 98-106
Type of Manuscript:  PAPER
Category: Artificial Intelligence, Data Mining
Keyword: 
regularized forward selectionnonparametric regressionsparse representationthresholding methodcross validation
 Summary | Full Text:PDF(219.9KB)

Nonparametric Regression Method Based on Orthogonalization and Thresholding
Katsuyuki HAGIWARA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2011/08/01
Vol. E94-D  No. 8 ; pp. 1610-1619
Type of Manuscript:  PAPER
Category: Artificial Intelligence, Data Mining
Keyword: 
nonparametric regressionorthogonalizationhard thresholdingmodel selection
 Summary | Full Text:PDF(185KB)