δ-Space for real-world networks: A correlation analysis of decay centrality vs. degree centrality and closeness centrality

We analyze a suite of 48 real-world networks and compute the decay centrality (DEC) of the vertices for the complete range of values for the decay parameter δ ∊ (0, 1) as well as determine the Pearson's correlation coefficient (PCC) between the DECδ values and degree centrality (DEG) and closen...

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Bibliographic Details
Main Author: Natarajan Meghanathan
Format: Article
Language:English
Published: Elsevier 2018-07-01
Series:Journal of King Saud University: Computer and Information Sciences
Online Access:http://www.sciencedirect.com/science/article/pii/S131915781730006X