Higher-order organization of complex networks

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Higher-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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NETWORK SCIENCE Higher-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 largely...

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Supplementary 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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Higher order assortativity in complex networks

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Higher-order distributions and nongrowing complex networks without multiple connections.

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ژورنال

عنوان ژورنال: Science

سال: 2016

ISSN: 0036-8075,1095-9203

DOI: 10.1126/science.aad9029