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Framework of Feature Weighted Clustering Algorithm
一种特征加权的聚类算法框架

Keywords: Clustering algorithm framework,Feature weighted,Distance-based clustering,Density-based clustering
聚类算法框架
,特征加权,基于距离的聚类,基于密度的聚类

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Abstract:

To consider the particular contributions of different features and apply supervised feature ranking methods to unsupervised classification,a framework of feature weighted clustering algorithm was proposed,which executes a clustering algorithm firstly,and then according to the results of clustering,learns feature weights using supervised feature ranking methods,and according the new feature weights executes the clustering algorithm again,this procedure iterates until convergence or maximum iteration times.Di...

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