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IEEE-INNS-ENNS International Joint Conference on Neural Networks (IJCNN'00)-Volume 3
Convergence Analysis of Online Linear Discriminant Analysis
Como, Italy
July 24-July 27
ISBN: 0-7695-0619-4
ASCII Text
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K. Hiraoka, S. Yoshizawa, K. Hidai, M. Hamahira, H. Mizoguchi, T. Mishima, "Convergence Analysis of Online Linear Discriminant Analysis," Neural Networks, IEEE - INNS - ENNS International Joint Conference on, vol. 3, pp. 3387, IEEE-INNS-ENNS International Joint Conference on Neural Networks (IJCNN'00)-Volume 3, 2000.
 
 
BibTex
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@article{ 10.1109/IJCNN.2000.861335,
author = {K. Hiraoka and S. Yoshizawa and K. Hidai and M. Hamahira and H. Mizoguchi and T. Mishima},
title = {Convergence Analysis of Online Linear Discriminant Analysis},
journal ={Neural Networks, IEEE - INNS - ENNS International Joint Conference on},
volume = {3},
year = {2000},
issn = {1098-7576},
pages = {3387},
doi = {http://doi.ieeecomputersociety.org/10.1109/IJCNN.2000.861335},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
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TY - CONF
JO - Neural Networks, IEEE - INNS - ENNS International Joint Conference on
TI - Convergence Analysis of Online Linear Discriminant Analysis
SN - 1098-7576
SP
EP
A1 - K. Hiraoka,
A1 - S. Yoshizawa,
A1 - K. Hidai,
A1 - M. Hamahira,
A1 - H. Mizoguchi,
A1 - T. Mishima,
PY - 2000
VL - 3
JA - Neural Networks, IEEE - INNS - ENNS International Joint Conference on
ER -
 
K. Hiraoka, Saitama University
S. Yoshizawa, Saitama University
K. Hidai, Saitama University
M. Hamahira, Saitama University
H. Mizoguchi, Saitama University
T. Mishima, Saitama University
Convergence of a matrix dynamics for online LDA is analyzed. Especially, stable spurious solutions are pointed out and two schemes to prevent the spurious solutions are proposed. Simulations of face identification confirm the performance of the algorithm.
Citation:
K. Hiraoka, S. Yoshizawa, K. Hidai, M. Hamahira, H. Mizoguchi, T. Mishima, "Convergence Analysis of Online Linear Discriminant Analysis," ijcnn, vol. 3, pp.3387, IEEE-INNS-ENNS International Joint Conference on Neural Networks (IJCNN'00)-Volume 3, 2000
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