Title :
The Dynamic KNN Clustering of Undergraduate Consumption with Gini Coefficient: A Case of Zhejiang
Author :
Hu, Zuguang ; Xu, Bing ; Pan, Lingling ; Zhang, Shangfeng ; Zeng, Juying
Author_Institution :
Zhejiang Gongshang Univ., Hangzhou
Abstract :
Combining the nonparametric KNN-kernel density-based clustering method (Tranh, 2005) with Gini coefficient formula (Zuguang Hu, 2004), we investigate how Gini coefficients affect the classification among 31 areas in Zhejiang province based on the undergraduate consumption data. The results show that there is 10 percent classification difference between the classification with Gini coefficient and the one not, then we get the desired classification through adjusting the Gini coefficient suitably and dynamically.
Keywords :
finance; pattern classification; pattern clustering; statistical analysis; Gini coefficient; Zhejiang province; classification difference; dynamic KNN clustering; income inequality; nonparametric KNN-kernel density-based clustering; statistical dispersion; undergraduate consumption data; Clustering methods; Convergence; Density functional theory; Educational institutions; Hydrogen;
Conference_Titel :
Innovative Computing, Information and Control, 2007. ICICIC '07. Second International Conference on
Conference_Location :
Kumamoto
Print_ISBN :
0-7695-2882-1
DOI :
10.1109/ICICIC.2007.570