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IEICE Trans

Ichigaku TAKIGAWA

An Online Self-Constructive Normalized Gaussian Network with Localized Forgetting
Jana BACKHUS Ichigaku TAKIGAWA Hideyuki IMAI Mineichi KUDO Masanori SUGIMOTO 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2017/03/01
Vol. E100-A  No. 3  pp. 865-876
Type of Manuscript:  PAPER
Category: Neural Networks and Bioengineering
Keyword: 
Normalized Gaussian Networks, dynamic model selection, online learning, chaotic time series forecasting, 
 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