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

2011 ◽  
pp. 416-425 ◽  
Author(s):  
Chengjun Guo ◽  
Yunlong Teng
Keyword(s):  
Neural Network ◽  
Data Mining ◽  
Wavelet Analysis ◽  
Mining Method ◽  
Satellite Clock ◽  
Data Mining Method ◽  
Satellite Clock Bias

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.

Data mining method based on rough set and fuzzy neural network

2020 ◽  
Vol 38 (4) ◽  
pp. 3717-3725
Author(s):  
Jingyong Zhou ◽  
Yuan Guo ◽  
Yu Sun ◽  
Kai Wu
Keyword(s):  
Neural Network ◽  
Data Mining ◽  
Rough Set ◽  
Fuzzy Neural Network ◽  
Mining Method ◽  
Data Mining Method ◽  
Fuzzy Neural

A novel Gini index decision tree data mining method with neural network classifiers for prediction of heart disease

2018 ◽  
Vol 22 (3) ◽  
pp. 225-242 ◽  
Author(s):  
K. Mathan ◽  
Priyan Malarvizhi Kumar ◽  
Parthasarathy Panchatcharam ◽  
Gunasekaran Manogaran ◽  
R. Varadharajan
Keyword(s):  
Neural Network ◽  
Data Mining ◽  
Heart Disease ◽  
Decision Tree ◽  
Gini Index ◽  
Mining Method ◽  
Data Mining Method ◽  
Tree Data ◽  
Neural Network Classifiers

A Novel Relational Database Data Mining Method Based on Artificial Neural Network

2013 ◽  
Vol 380-384 ◽  
pp. 1860-1863
Author(s):  
Ping Zhang Gou ◽  
Yong Zhong Tang
Keyword(s):  
Neural Network ◽  
Data Mining ◽  
Artificial Neural Network ◽  
Relational Database ◽  
Training Model ◽  
The Novel ◽  
Mining Method ◽  
Data Mining Method ◽  
Artificial Neural Network Method ◽  
Artificial Neural

This study proposed a novel relational database data mining method based on the artificial neural network. It analyzed the disadvantages of the existed data mining methods and then introduced the novel algorithm. This algorithm discovered the implicit knowledge by training the data samples in the database. This study introduced the artificial neural network method training model and algorithm, and tested the method by an example.

A Study on Detection of Small Size Malicious Code using Data Mining Method

2019 ◽  
Vol 19 (1) ◽  
pp. 11-17
Author(s):  
Taek-Hyun Lee ◽  
◽  
Ho Kook Kwang
Keyword(s):  
Data Mining ◽  
Malicious Code ◽  
Mining Method ◽  
Data Mining Method ◽  
Using Data
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