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CHSMST: a clustering algorithm based on hyper surface and minimum spanning tree

✍ Scribed by Qing He; Weizhong Zhao; Zhongzhi Shi


Publisher
Springer
Year
2010
Tongue
English
Weight
333 KB
Volume
15
Category
Article
ISSN
1432-7643

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We present a procedure for the identiÿcation of clusters in multivariate data sets, based on the comparison between the k nearest neighbors graph, G k , and the minimal spanning tree, MST. Our key statistic is the random quantity k := the smallest k such that G k contains the MST. Under regularity a