Yoshikazu WASHIZAWA


Learning Subspace Classification Using Subset Approximated Kernel Principal Component Analysis
Yoshikazu WASHIZAWA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2016/05/01
Vol. E99-D  No. 5  pp. 1353-1363
Type of Manuscript:  PAPER
Category: Pattern Recognition
Keyword: 
kernel PCAlearning subspace methodssupport vector machines
 Summary | Full Text:PDF(435KB)

Discriminative Metric Learning on Extended Grassmann Manifold for Classification of Brain Signals
Yoshikazu WASHIZAWA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2016/04/01
Vol. E99-A  No. 4  pp. 880-883
Type of Manuscript:  LETTER
Category: Neural Networks and Bioengineering
Keyword: 
brain computer interface (BCI)event-related synchronization and desynchronization (ERS/ERD)common spatial patterns (CSP)Grassmann manifoldMahalanobis distance
 Summary | Full Text:PDF(109.5KB)

Multiple Kernel Learning for Quadratically Constrained MAP Classification
Yoshikazu WASHIZAWA Tatsuya YOKOTA Yukihiko YAMASHITA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2014/05/01
Vol. E97-D  No. 5  pp. 1340-1344
Type of Manuscript:  LETTER
Category: Fundamentals of Information Systems
Keyword: 
quadratically constrained MAPmultiple kernel learningsupport vector machineBayes classification rule
 Summary | Full Text:PDF(183.7KB)