Characterization of complex networks by higher order neighborhood properties
نویسندگان
چکیده
منابع مشابه
Neighborhood properties of complex networks.
A concept of neighborhood in complex networks is addressed based on the criterion of the minimal number of steps to reach other vertices. This amounts to, starting from a given network R1, generating a family of networks Rl, l = 2, 3,... such that, the vertices that are l steps apart in the original R1, are only 1 step apart in Rl. The higher order networks are generated using Boolean operation...
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15 صفحه اولHigher-order organization of complex networks
Networks are a fundamental tool for understanding and modeling complex systems in physics, biology, neuroscience, engineering, and social science. Many networks are known to exhibit rich, lower-order connectivity patterns that can be captured at the level of individual nodes and edges. However, higher-order organization of complex networks--at the level of small network subgraphs--remains large...
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متن کاملSupplementary Materials for Higher-order organization of complex networks
Implementations of our methods and the datasets used in our experiments are available on our project web site:
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ژورنال
عنوان ژورنال: The European Physical Journal B
سال: 2008
ISSN: 1434-6028,1434-6036
DOI: 10.1140/epjb/e2008-00049-5