Vicinal vertex allocation for matrix factorization in networks

• المؤلفون الرئيسيون: He, Tiantian, Bai, Lu, Ong, Yew-Soon
• مؤلفون آخرون: School of Computer Science and Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2021
• الموضوعات: Engineering::Computer science and engineering::Computing methodologies::Document and text processing; Community Detection; Complex Network
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/147802

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...