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Results of the average path length, betweenness centrality, network capacity, etc., demonstrate that the EP strategy is more robust than the other two, and the OP strategy is more reliable than the SP strategy in general.
Volume normalized results and the three additional graph metrics examined [strength, betweenness centrality (network traffic) and clustering coefficient] are presented in Supplementary Table 3.
Using predicted orthologs, we compared networks across the three plant species based on network properties (e.g. betweenness centrality), network motifs (e.g. feed-forward loops), conservation of gene-gene co-expression links and conservation of network neighbourhoods.
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In this paper, we present an extension of the former study to maximum closeness centrality networks formed from two approaches: isolated setup and immersed setup.
We then estimated 6 centralities, characterizing each protein at the local, intermediate and global scale, and applied model-based clustering to identify the high-centrality network hubs.
For gaining the advantage in such knowledge networks, centrality in the network should be the target of each knowledge sharing behavior.
142 Centrality and network flow have been successful for the identification of important genes and modules from co-expression networks.
Algorithm 1 Micro-community centrality and network robustness.
For all methods and approaches discussed above Micro-Community Centrality (MCC) network robustness algorithm is developed.
Taken together, we conclude that both primary and association brain regions demonstrate centrality in network organization before birth.
GBM, Glioblastoma multiforme; nlBC, Node-limited betweenness centrality; NetHiKe, Network-based Hidden Key Molecule Miner; ORA, Over-representation analysis; PPI, Protein-protein interaction network; TCGA, The Cancer Genome Atlas.
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