Motif-based spectral clustering of weighted directed networks

Clustering is an essential technique for network analysis, with applications in a diverse range of fields. Although spectral clustering is a popular and effective method, it fails to consider higher-order structure and can perform poorly on directed networks. One approach is to capture and cluster h...

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Détails bibliographiques
Auteurs principaux: Underwood, WG, Elliott, A, Cucuringu, M
Format: Journal article
Langue:English
Publié: SpringerOpen 2020