Tag Archives: clusters

A cluster-growing dimension of complex networks

The cluster-growing method has been widely used to measure the fractal dimension of complex networks. In this method, a seed node is chosen at random and the number of nodes centered at the seed node is calculated. The procedure is … Continue reading

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Structure in Complex Networks

In the modern world of gigantic datasets, which scientists and practioners of all fields of learning are confronted with, the availability of robust, scalable and easy-to-use methods for pattern recognition and data mining are of paramount importance, so as to … Continue reading

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Hierarchical Organization in Complex Networks

Many real networks in nature and society share two generic properties: they are scale-free and they display a high degree of clustering. We show that these two features are the consequence of a hierarchical organization, implying that small groups of … Continue reading

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Urban Clusters in China

The urban world is shifting. Today only 600 urban centers generate about 60 percent of global GDP. While 600 cities will continue to account for the same share of global GDP in 2025, this group of 600 will have a … Continue reading

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