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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
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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)  
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
Date of Issue 2005-11-11 (NLP) 


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