A Novel Kernel Prototype-Based Learning Algorithm

I
ICPR
2004
17th International Conference on Pattern Recognition (ICPR'04) - Volume 4
Abstract - A Novel Kernel Prototype-Based Learning Algorithm

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	Similar Articles Articles by A. K. Qinand Articles by P. N. Suganthan

17th International Conference on Pattern Recognition (ICPR'04) - Volume 4

Cambridge UK

August 23-August 26

ISBN: 0-7695-2128-2

	ASCII Text	x
	A. K. Qinand, P. N. Suganthan, "A Novel Kernel Prototype-Based Learning Algorithm," Pattern Recognition, International Conference on, vol. 4, pp. 621-624, 17th International Conference on Pattern Recognition (ICPR'04) - Volume 4, 2004.

	BibTex	x
	@article{ 10.1109/ICPR.2004.1333849, author = {A. K. Qinand and P. N. Suganthan}, title = {A Novel Kernel Prototype-Based Learning Algorithm}, journal ={Pattern Recognition, International Conference on}, volume = {4}, year = {2004}, issn = {1051-4651}, pages = {621-624}, doi = {http://doi.ieeecomputersociety.org/10.1109/ICPR.2004.1333849}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }

	RefWorks Procite/RefMan/Endnote	x
	TY - CONF JO - Pattern Recognition, International Conference on TI - A Novel Kernel Prototype-Based Learning Algorithm SN - 1051-4651 SP621 EP624 A1 - A. K. Qinand, A1 - P. N. Suganthan, PY - 2004 KW - null VL - 4 JA - Pattern Recognition, International Conference on ER -

A. K. Qinand, Nanyang Technological University, Singapore

P. N. Suganthan, Nanyang Technological University, Singapore

DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/ICPR.2004.1333849

In this paper, we propose a novel kernel prototype-based learning algorithm, called Kernel Generalized Learning Vector Quantization (KGLVQ) algorithm, which can significantly improve the classification performance of the original Generalized Learning Vector Quantization algorithm in complex pattern classification tasks. In addition, the KGLVQ can also serve as a good general kernel learning framework for further investigation.

Citation:

A. K. Qinand, P. N. Suganthan, "A Novel Kernel Prototype-Based Learning Algorithm," icpr, vol. 4, pp.621-624, 17th International Conference on Pattern Recognition (ICPR'04) - Volume 4, 2004

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