Data Mining and Event Playback on Networked Information Simulation System

被引：0
|
作者：
Zhang Xiaotian [1 ,2 ]
Chen Chen [1 ,2 ]
机构：
[1] Beijing Inst Technol, Sch Automat, Beijing 100081, Peoples R China
[2] Minist Educ, Key Lab Complex Syst Intelligent Control & Decis, Beijing 100081, Peoples R China
来源：
2015 34TH CHINESE CONTROL CONFERENCE (CCC) | 2015年
关键词：
Event Playback; Data Cube; BP Neural Network; High Level Architecture;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Jumbled stored data and long playback time have been plagued networked information simulation system. A model that adopts data mining technique to match key data for event playback was proposed to solve these problems. Based on data mining methods, outliers were detected and high-dimensional data cube was integrated. Combined with the algorithm of BP neural network and the technology of N-elements parallel data acquisition, program for event playback has been constructed. By using the model for particular examples, the data storage and playback time of networked information simulation system were proved to be optimized.
引用
收藏
页码：8855 / 8859
页数：5
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