Article ID Journal Published Year Pages File Type
10481918 Physica A: Statistical Mechanics and its Applications 2013 17 Pages PDF
Abstract
In this paper, we propose a novel algorithm that is able to detect overlapping and non-overlapping community structures in complex networks. This algorithm uses a number of agents for investigation of the input network. These agents consider different nodes' closeness in their investigations. Various experiments are carried out on both synthetic and real-world networks that prove that the proposed algorithm outperforms most state-of-the-art algorithms of this field both in terms of the accuracy and execution time.
Related Topics
Physical Sciences and Engineering Mathematics Mathematical Physics
Authors
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