Title :
The Application of Fuzzy C-Means Clustering in Macro-Economic Forecast
Author :
Jun, Li Xiang ; Xin, Wu You ; Guang, Qiu Ji ; Hui, Wan Li
Author_Institution :
Dept. of Comput. of Inf. Eng. Sch., Nanchang Univ., Nanchang, China
Abstract :
Based on the actual needs of project, this paper introduces a solution of cluster centers and attached matrix into application of Fuzzy C-means clustering algorithm in macro-economic forecast. We present the specific implementation of this algorithm, as well as the major steps of data mining. And in the end, an example is given to prove the solution´s effectiveness in macro-economic forecast.
Keywords :
fuzzy set theory; macroeconomics; matrix algebra; pattern clustering; fuzzy C-means clustering; macro-economic forecast; matrix; Application software; Clustering algorithms; Computer security; Cost function; Data mining; Databases; Educational technology; Electronic commerce; Information security; Joining processes; forecast; fuzzy-c; macro-economic;
Conference_Titel :
Electronic Commerce and Security, 2009. ISECS '09. Second International Symposium on
Conference_Location :
Nanchang
Print_ISBN :
978-0-7695-3643-9
DOI :
10.1109/ISECS.2009.203
