Communicability graph and community structures in complex networks
نویسندگان
چکیده
منابع مشابه
Communicability Graph and Community Structures in Complex Networks
We use the concept of network communicability (Phys. Rev. E 77, 036111 (2008)) to define communities in a complex network. The communities are defined as the cliques of a “communicability graph”. The communicability graph is defined here as the graph having the same set of vertices as the complex network and the connections between them are determined by the communicability function. Two nodes ...
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A fundamental problem in the study of complex networks is to provide quantitative measures of correlation and information flow between different parts of a system. To this end, several notions of communicability have been introduced and applied to a wide variety of real-world networks in recent years. Several such communicability functions are reviewed in this paper. It is emphasized that commu...
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ژورنال
عنوان ژورنال: Applied Mathematics and Computation
سال: 2009
ISSN: 0096-3003
DOI: 10.1016/j.amc.2009.04.024