Cross-validation estimate of the number of clusters in a network

Abstract Network science investigates methodologies that summarise relational data to obtain better interpretability. Identifying modular structures is a fundamental task, and assessment of the coarse-grain level is its crucial step. Here, we propose principled, scalable, and widely applicable asses...

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Bibliographic Details
Main Authors: Tatsuro Kawamoto, Yoshiyuki Kabashima
Format: Article
Language:English
Published: Nature Publishing Group 2017-06-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-017-03623-x