Takanori AYANO


On d-Asymptotics for High-Dimensional Discriminant Analysis with Different Variance-Covariance Matrices
Takanori AYANO Joe SUZUKI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2012/12/01
Vol. E95-D  No. 12  pp. 3106-3108
Type of Manuscript:  LETTER
Category: Artificial Intelligence, Data Mining
Keyword: 
discriminant analysishigh-dimensional datamisclassification rated-asymptotics
 Summary | Full Text:PDF(80.9KB)

The Lower Bound for the Nearest Neighbor Estimators with (p,C)-Smooth Regression Functions
Takanori AYANO 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2011/11/01
Vol. E94-D  No. 11  pp. 2244-2249
Type of Manuscript:  PAPER
Category: Artificial Intelligence, Data Mining
Keyword: 
regressionnonparametric estimationnearest neighborrate of convergence
 Summary | Full Text:PDF(141.2KB)