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计算机科学 2008
Framework of Feature Weighted Clustering Algorithm
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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...