SpecRp: A spectral-based community embedding algorithm

Community embeddings are useful in node classification since they allow nodes to aggregate relevant information regarding the network structure. Modularity maximization-based algorithms are the most common approach to detect communities in networks. Moreover, spectral theory plays an important role...

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Bibliographic Details
Main Authors: Camila P.S. Tautenhain, Mariá C.V. Nascimento
Format: Article
Language:English
Published: Elsevier 2022-09-01
Series:Machine Learning with Applications
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2666827022000408