Vicinal vertex allocation for matrix factorization in networks

• Main Authors: He, Tiantian, Bai, Lu, Ong, Yew-Soon
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2021
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Document and text processing; Community Detection; Complex Network
• Online Access: https://hdl.handle.net/10356/147802
• Institution: Nanyang Technological University

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...