Network null-model based on maximal entropy and the rich-club
نویسندگان
چکیده
منابع مشابه
Network Null Model based on Maximal Entropy and the Rich-Club
We present a method to construct a network null–model based on the maximum entropy principle and where the restrictions that the rich– club and the degree sequence impose are conserved. We show that the probability that two nodes share a link can be described with a simple probability function. The null–model closely approximates the assortative properties of the network.
متن کاملNetwork Null Model based on Maximal Entropy and the Rich-Club
We present a method to construct a network null–model based on the maximum entropy principle and where the restrictions that the rich– club and the degree sequence impose are conserved. We show that the probability that two nodes share a link can be described with a simple probability function. The null–model closely approximates the assortative properties of the network.
متن کاملNetwork null-model based on maximal entropy and the rich-club
We present a method to construct a network null–model based on the maximum entropy principle and where the restrictions that the rich– club and the degree sequence impose are conserved. We show that the probability that two nodes share a link can be described with a simple probability function. The null–model closely approximates the assortative properties of the network.
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15 صفحه اولRich-club phenomenon across complex network hierarchies
The “rich-club phenomenon” in complex networks is characterized when nodes of higher degree are more interconnected than nodes with lower degree. The presence of this phenomenon may indicate several interesting high-level network properties, such as tolerance to hub failures. Here, the authors investigate the existence of this phenomenon across the hierarchies of several real-world networks. Th...
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ژورنال
عنوان ژورنال: Journal of Complex Networks
سال: 2014
ISSN: 2051-1310,2051-1329
DOI: 10.1093/comnet/cnu006