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A Novel Rough-based Leader Clustering Algorithm
一种新的基于粗糙集的leader聚类算法

Keywords: Clustering,Rough set,K-means algorithm,Leader algorithm
聚类
,粗糙集,k-means算法,leader算法

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Abstract:

Objects are partitioned into clusters with crisp boundaries in the conventional algorithms. However,clusters do not necessarily have crisp boundaries. Rough set is represented with lower-bound and upper-bound,and is good for the case. At present,there have been some typical algorithms,such as the rough-based k-means clustering algorithm and the rough-based leader clustering algorithm. In this paper,a novel rough-based leader clustering algorithm is proposed,since there are some disadvantages in the RFA algo...

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