Paper Abstract and Keywords |
Presentation |
2005-11-18 13:00
Local Linear Wavelet Neural Network with Simulated Annealing Method for Time Series Prediction Masafumi Takeshima, Hiroki Tamura, Masahiro Ishii, Zheng Tang (Toyama Univ.) |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
The local linear wavelet neural network is an improvement of wavelet network and commonly used learning algorithm is gradient descent method. In this paper, we attempt to predict time series using a local linear wavelet neural network and weight perturbation technique like Simulated Annealing. The simulation results show the effectiveness of the proposed method. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Local Linear Wavelet Neural Network / Simulated Annealing / Time Series Prediction / Sunspot / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 105, no. 416, NLP2005-62, pp. 1-6, Nov. 2005. |
Paper # |
NLP2005-62 |
Date of Issue |
2005-11-11 (NLP) |
ISSN |
Print edition: ISSN 0913-5685 |
Download PDF |
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Conference Information |
Committee |
NLP |
Conference Date |
2005-11-18 - 2005-11-19 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Kyushu Institute of Technology |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Special session and general. Subject of special session is ``Randomness and prediction---from fundamentals to applications''. |
Paper Information |
Registration To |
NLP |
Conference Code |
2005-11-NLP |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Local Linear Wavelet Neural Network with Simulated Annealing Method for Time Series Prediction |
Sub Title (in English) |
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Keyword(1) |
Local Linear Wavelet Neural Network |
Keyword(2) |
Simulated Annealing |
Keyword(3) |
Time Series Prediction |
Keyword(4) |
Sunspot |
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1st Author's Name |
Masafumi Takeshima |
1st Author's Affiliation |
Toyama University (Toyama Univ.) |
2nd Author's Name |
Hiroki Tamura |
2nd Author's Affiliation |
Toyama University (Toyama Univ.) |
3rd Author's Name |
Masahiro Ishii |
3rd Author's Affiliation |
Toyama University (Toyama Univ.) |
4th Author's Name |
Zheng Tang |
4th Author's Affiliation |
Toyama University (Toyama Univ.) |
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Speaker |
Author-1 |
Date Time |
2005-11-18 13:00:00 |
Presentation Time |
25 minutes |
Registration for |
NLP |
Paper # |
NLP2005-62 |
Volume (vol) |
vol.105 |
Number (no) |
no.416 |
Page |
pp.1-6 |
#Pages |
6 |
Date of Issue |
2005-11-11 (NLP) |