IEEE

Orthogonal Symmetric Nonnegative Matrix Factorization With Low-Rank Tensor Representation for Multilayer Network Community Detection

Abstract: Multilayer networks community detection plays an important role in data mining. It can discover the latent representations of network structures for effectively completing downstream tasks.
IEEE

Robust Low-Rank Tensor Constrained Orthogonal Symmetric Non-Negative Matrix Factorization for Multi-Layer Networks Community Detection

Abstract: In multi-layer network community detection, the goal is to group nodes into distinct clusters based on their connection strengths. Currently, many existing methods do not fully leverage the ...