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Structure of n-clique networks embedded in a complex network | | Kazuhiro Takemoto
; Chikoo Oosawa
; Tatsuya Akutsu
; | | Date: |
20 Feb 2007 | | Subject: | Physics and Society; Molecular Networks | | Abstract: | We propose the n-clique network as a powerful tool for understanding global structures of combined highly-interconnected subgraphs, and provide theoretical predictions for statistical properties of the n-clique networks embedded in a complex network using the degree distribution and the clustering spectrum. Furthermore, using our theoretical predictions, we find that the statistical properties are invariant between 3-clique networks and original networks for several observable real-world networks with the scale-free connectivity and the hierarchical modularity. The result implies that structural properties are identical between the 3-clique networks and the original networks. | | Source: | arXiv, physics/0702160 | | Services: | Forum | Review | PDF | Favorites | |
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