Vicinal Vertex Allocation for Matrix Factorization in Networks
Vicinal Vertex Allocation for Matrix Factorization in Networks
In this article, we present a novel matrix-factorization-based model, labeled here as Vicinal vertex allocated matrix factorization (VVAMo), for uncovering clusters in network data. Different from the past related efforts of network clustering, which consider the edge structure, vertex features, or both in their design, the proposed model includes the …