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Applied Network Science Volume 2019 Issue 1909

Subject Areas: Computer Networks and Communications
ISSN: 2364-8228
SJR: 17

Open Access

Journal Article

Graph-based data clustering via multiscale community detection

Liu, Zijing; Barahona, Mauricio

2019 Statistics

doi:10.1007/s41109-019-0248-7

Abstract: We present a graph-theoretical approach to data clustering, which combines the creation of a graph from the data with Markov Stability, a multiscale community detection framework. We show how the multiscale capabilities of the method allow the estimation of the number of clusters, as...

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