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19th IEEE International Conference on Tools with Artificial Intelligence - Vol.2 (ICTAI 2007)
Two-Dimensional Logistic Regression
Paris, France
October 29-October 31
ISBN: 0-7695-3015-X
ASCII Text
x 
 
Woo-han Yun, Do-Hyung Kim, Su-young Chi, Ho-Sub Yoon, "Two-Dimensional Logistic Regression," Tools with Artificial Intelligence, IEEE International Conference on, vol. 2, pp. 349-353, 19th IEEE International Conference on Tools with Artificial Intelligence - Vol.2 (ICTAI 2007), 2007.
 
 
BibTex
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@article{ 10.1109/ICTAI.2007.48,
author = {Woo-han Yun and Do-Hyung Kim and Su-young Chi and Ho-Sub Yoon},
title = {Two-Dimensional Logistic Regression},
journal ={Tools with Artificial Intelligence, IEEE International Conference on},
volume = {2},
year = {2007},
issn = {1082-3409},
pages = {349-353},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICTAI.2007.48},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Tools with Artificial Intelligence, IEEE International Conference on
TI - Two-Dimensional Logistic Regression
SN - 1082-3409
SP349
EP353
A1 - Woo-han Yun,
A1 - Do-Hyung Kim,
A1 - Su-young Chi,
A1 - Ho-Sub Yoon,
PY - 2007
VL - 2
JA - Tools with Artificial Intelligence, IEEE International Conference on
ER -
 
Recently, some 2D based algorithms were proposed for image classification. In this paper, we propose two- dimensional logistic regression for two-class problem. This method has an advantage of memory saving and better per- formance than other 2D based approaches. The experimen- tal results show two dimensional logistic regression is supe- rior to one dimensional logistic regression and other popu- lar two-dimensional methods.
Citation:
Woo-han Yun, Do-Hyung Kim, Su-young Chi, Ho-Sub Yoon, "Two-Dimensional Logistic Regression," ictai, vol. 2, pp.349-353, 19th IEEE International Conference on Tools with Artificial Intelligence - Vol.2 (ICTAI 2007), 2007
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