The Adaptive Fuzzy Meridian and Its Appliction to Fuzzy Clustering
The fuzzy clustering methods are useful in the data mining field of applications. In this paper a new clustering method that deals with data described by the meridian distribution is presented. The fuzzy meridian is used as the cluster prototype. Simple computation method for the fuzzy meridian is given as well as the meridian medianity parameter. A numerical example illustrates the performance of the proposed method.
KeywordsFuzzy Cluster Medianity Parameter Partition Matrix Fuzzy Cluster Method Prototype Vector
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