HM-Modularity: A Harmonic Motif Modularity Approach for Multi-Layer Network Community Detection

Multi-layer network community detection has drawn an increasing amount of attention recently. Despite success, the existing methods mainly focus on the lower-order connectivity structure at the level of individual nodes and edges. And the higher-order connectivity structure has been largely ignored,...

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Bibliographic Details
Published in:IEEE transactions on knowledge and data engineering 2021-06, Vol.33 (6), p.2520-2533
Main Authors: Huang, Ling, Wang, Chang-Dong, Chao, Hong-Yang
Format: Article
Language:English
Subjects:
Biochemistry
Brain modeling
Community detection
Connectivity
Couplings
Electroencephalography
Graph theory
Harmonic analysis
higher-order structure
Image edge detection
Modular design
Modularity
motif
multi-layer network
Multilayers
Sociology
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