A fuzzy cluster-validity index based on the topology structure and node attribute in complex networks

Mansoureh Naderipour,Mohammad Hossein Fazel Zarandi,Susan Bastani

Expert Systems with Applications（2022）

引用 15|浏览25

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摘要

•Proposing a fuzzy validity index based on link information and node attributes.•Calculating the compactness and separation between clusters in the proposed index.•Fuzzy validity index that makes it possible for overlapping clusters.

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关键词

Attribute similarity,Cluster validity,Community detection,Fuzzy c-means clustering,Structural similarity

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