Fig. 4: The performance of the four indices of node importance on node percolation on the six real-world networks. | Communications Physics

Fig. 4: The performance of the four indices of node importance on node percolation on the six real-world networks.

From: Characterizing cycle structure in complex networks

Fig. 4

a The \(x\)-axis denotes the ratio of removed nodes and the \(y\)-axis shows the relative size of the largest component after node removal. For each index, the node with the largest index value is removed each time and calculate the size of the largest component of the remaining network. b The robustness \(R\) of the four indices for the six real networks. For each network, best performed index with minimum robustness \(R\) is emphasized in bold.

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