Estimate (i) eigenvector centrality (EC) and (ii) graph Fourier transform centrality (GFT-C) for the network shown in Figure 3.1. Make your own observation on the most central node in the network. Consider necessary assumptions.

What will be an ideal response?


Eigenvector centralities (EC) of the nodes 1 through 9 are 0.0858, 0.1213, 0.0858, 0.1213, 0.1716, 0.1213, 0.0858, 0.1213, 0.0858.
Graph Fourier transform centralities (GFT-C) of the nodes 1 through 9 are 0.0815, 0.1396, 0.0815, 0.1396, 0.1159, 0.1396, 0.0815, 0.1396, 0.0815.
Refer to Section 9.7.2 for more details on GFT-C.

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