Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
11001590 | Physica A: Statistical Mechanics and its Applications | 2019 | 15 Pages |
Abstract
Community detection in complex networks is a topic of high interest in many fields. In this paper, we propose a new algorithm based on communicability distance for community detection in network(CD algorithm). Furthermore, the accuracy and efficiency of this algorithm are tested by some representative real-world networks and computer-generated networks(GN networks). The experimental results indicate that the CD algorithm can accurately and effectively detect the community structure in these networks with higher values of modularity.
Related Topics
Physical Sciences and Engineering
Mathematics
Mathematical Physics
Authors
Ying Xu,