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First International Conference on Innovative Computing, Information and Control - Volume II (ICICIC'06)
Kernel-SOM Based Visualization of Financial Time Series Forecasting
Beijing, China
August 30-September 01
ISBN: 0-7695-2616-0
ASCII Text
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Dong-Jun Yu, Yong Qi, Yong-Hong Xu, Jing-Yu Yang, "Kernel-SOM Based Visualization of Financial Time Series Forecasting," Innovative Computing ,Information and Control, International Conference on, vol. 2, pp. 470-473, First International Conference on Innovative Computing, Information and Control - Volume II (ICICIC'06), 2006.
 
 
BibTex
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@article{ 10.1109/ICICIC.2006.304,
author = {Dong-Jun Yu and Yong Qi and Yong-Hong Xu and Jing-Yu Yang},
title = {Kernel-SOM Based Visualization of Financial Time Series Forecasting},
journal ={Innovative Computing ,Information and Control, International Conference on},
volume = {2},
year = {2006},
isbn = {0-7695-2616-0},
pages = {470-473},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICICIC.2006.304},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Innovative Computing ,Information and Control, International Conference on
TI - Kernel-SOM Based Visualization of Financial Time Series Forecasting
SN - 0-7695-2616-0
SP470
EP473
A1 - Dong-Jun Yu,
A1 - Yong Qi,
A1 - Yong-Hong Xu,
A1 - Jing-Yu Yang,
PY - 2006
KW - null
VL - 2
JA - Innovative Computing ,Information and Control, International Conference on
ER -
 
Dong-Jun Yu, Nanjing University of Science and Technology, China
Yong Qi, Nanjing University of Science and Technology, China
Yong-Hong Xu, Jiangsu Branch of Agricultural Bank of China, China
Jing-Yu Yang, Nanjing University of Science and Technology, China
Visualizing the forecasting results of financial time series will provide significant convenience to the user. In this paper, the disadvantages of the traditional SOM for the visualization of financial time series forecasting are discussed first and then the Kernel-SOM is proposed for better visualization performance. Experimental results demonstrated that compared with the traditional SOM, Kernel-SOM is more suitable for the visualization of financial time series forecasting.
Citation:
Dong-Jun Yu, Yong Qi, Yong-Hong Xu, Jing-Yu Yang, "Kernel-SOM Based Visualization of Financial Time Series Forecasting," icicic, vol. 2, pp.470-473, First International Conference on Innovative Computing, Information and Control - Volume II (ICICIC'06), 2006
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