DocumentCode
3278849
Title
Application of data stream technique in simulation system
Author
Fujiang Ao ; Jie Meng ; Jing Du ; Futong Qin ; Jingyi Yu
Author_Institution
State Key Lab. of Complex Electromagn. Environ. Effects on Electron. & Inf. Syst., Luoyang, China
fYear
2013
fDate
23-25 May 2013
Firstpage
1059
Lastpage
1062
Abstract
Data stream technique mainly includes data stream management technique and data stream mining technique. Both can be applied to simulation system. In this paper, we proposed an on-line evaluation framework for simulation system based on data stream management technique and a simulation application framework based on data stream mining, and design general data-streams-mining federate to make it easy to integrate the various data streams mining algorithms in HLA-architecture-based simulation system quickly, and introduce our general federate for mining association rule in data streams with a simulation system for missile penetration.
Keywords
data handling; data mining; generalisation (artificial intelligence); HLA-architecture-based simulation; association rule mining; data stream management technique; data stream mining technique; data stream technique; general federate; high level architecture; missile penetration; online evaluation framework; simulation application framework; simulation system; Abstracts; Clouds; Data mining; Data models; Information systems; Meteorology; HLA; association rule; data stream; simulation;
fLanguage
English
Publisher
ieee
Conference_Titel
Software Engineering and Service Science (ICSESS), 2013 4th IEEE International Conference on
Conference_Location
Beijing
ISSN
2327-0586
Print_ISBN
978-1-4673-4997-0
Type
conf
DOI
10.1109/ICSESS.2013.6615489
Filename
6615489
Link To Document