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IEICE Trans

Rameswar DEBNATH

Implementation Issues of Second-Order Cone Programming Approaches for Support Vector Machine Learning Problems
Rameswar DEBNATH Masakazu MURAMATSU Haruhisa TAKAHASHI 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2009/04/01
Vol. E92-A  No. 4  pp. 1209-1222
Type of Manuscript:  PAPER
Category: Neural Networks and Bioengineering
Keyword: 
support vector machine, kernel matrix, second-order cone programming, HKM search direction, AHO search direction, 
 Summary | Full Text:PDF
Kernel Selection for the Support Vector Machine
Rameswar DEBNATH Haruhisa TAKAHASHI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2004/12/01
Vol. E87-D  No. 12  pp. 2903-2904
Type of Manuscript:  LETTER
Category: Biocybernetics, Neurocomputing
Keyword: 
support vector machine, feature space, normalization, kernel function, 
 Summary | Full Text:PDF
A New Approach to the Structural Learning of Neural Networks
Rameswar DEBNATH Haruhisa TAKAHASHI 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2004/06/01
Vol. E87-A  No. 6  pp. 1655-1658
Type of Manuscript:  LETTER
Category: Neural Networks and Bioengineering
Keyword: 
backpropagation, structural learning, Lagrangian differential gradient, 
 Summary | Full Text:PDF