A modular framework for centrality and clustering in complex networks

• Main Authors: Oggier, Frederique, Phetsouvanh, Silivanxay, Datta, Anwitaman
• Other Authors: School of Physical and Mathematical Sciences
• Format: Article
• Language: English
• Published: 2023
• Subjects: Engineering::Computer science and engineering; Directed Weighted Graphs; Entropy
• Online Access: https://hdl.handle.net/10356/165007
• Institution: Nanyang Technological University

The structure of many complex networks includes edge directionality and weights on top of their topology. Network analysis that can seamlessly consider combination of these properties are desirable. In this paper, we study two important such network analysis techniques, namely, centrality and cluste...