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 machinekernel matrixsecond-order cone programmingHKM search directionAHO search direction
 Summary | Full Text:PDF(286.7KB)

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 machinefeature spacenormalizationkernel function
 Summary | Full Text:PDF(65.9KB)

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: 
backpropagationstructural learningLagrangian differential gradient
 Summary | Full Text:PDF(88.5KB)