Research on a New Effective Data Mining Method Based on Neural Networks

2008 ◽  
Author(s):  
Shanli Wang
Keyword(s):  
Data Mining ◽  
Neural Networks ◽  
Mining Method ◽  
Data Mining Method

Application of a Novel Data Mining Method Based on Wavelet Analysis and Chaotic Neural Network on Satellite Clock Bias Prediction

2014 ◽  
Vol 513-517 ◽  
pp. 1144-1149
Author(s):  
Yue Hu ◽  
Dao Ping Tang
Keyword(s):  
Neural Network ◽  
Data Mining ◽  
Neural Networks ◽  
Wavelet Analysis ◽  
Mining Method ◽  
Satellite Clock ◽  
Chaotic Neural Network ◽  
Chaotic Neural Networks ◽  
Data Mining Method ◽  
Satellite Clock Bias

A novel four-stage data mining method for clock bias prediction based on wavelet analysis and chaotic neural networks is proposed. The basic ideas, prediction models and steps of clock bias prediction based on wavelet analysis and chaotic neural network are discussed respectively. And then, to validate the feasibility and validity of the proposed method, make a careful precision analysis for satellite clock bias prediction with the performance parameters of GPS satellite clock, and make comparison and analysis with Grey system model and neural network model. The results of simulation shows that the prediction precision of the novel four-stage model based on wavelet analysis and chaotic neural networks is more better, can afford high precise satellite clock bias prediction for real-time GPS precise point positioning.

Classification data mining method based on dynamic RBF neural networks

2009 ◽  
Author(s):  
Lijuan Zhou ◽  
Min Xu ◽  
Zhang Zhang ◽  
Luping Duan
Keyword(s):  
Data Mining ◽  
Neural Networks ◽  
Mining Method ◽  
Rbf Neural Networks ◽  
Data Mining Method
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