Title :
Design and Implement of Star Spectrum Outliers Mining System
Author :
Cai, Jianghui ; Zhang, Jifu ; Zhao, Xujun
Author_Institution :
Sch. of Comput., TaiYuan Univ. of Sci. & Technol.
Abstract :
Seeking the unknown celestial body is one of the profound goals for the mankind explores pursued universe. Outlier mining is a kind of effective way of finding the spectrum data of unknown celestial body. Using outlier mining as the way of analyzing star spectrum data and VC++, Oracle9i as development tools, the outlier mining system on star spectrum data is designed and realized, its software architecture and function modules are given. At the same time, the paper elaborates the following key techniques: the preprocessing to star spectrum data, clustering techniques, outlier mining and visual simulation. The running results of the system show that it is feasible and valuable to apply this method to mining the outlier in spectrum data
Keywords :
C++ language; astronomy computing; celestial mechanics; data analysis; data mining; digital simulation; pattern clustering; software architecture; stars; visual languages; Oracle9i; VC++ language; celestial body; clustering technique; software architecture; star optical spectrum data; star spectrum data; star spectrum outliers mining system; visual simulation; Automation; Data analysis; Electronic mail; Intelligent control; Laboratories; Pattern recognition; Principal component analysis; Software architecture; clustering; distance support; outliers; star optical spectrum data; visual simulation;
Conference_Titel :
Intelligent Control and Automation, 2006. WCICA 2006. The Sixth World Congress on
Conference_Location :
Dalian
Print_ISBN :
1-4244-0332-4
DOI :
10.1109/WCICA.2006.1714236
