Fig. 5
From: Motif-based spectral clustering of weighted directed networks
Top: DSBM parameters for Example 1. We note that the DSBM has been constructed to favor weighted motifs. The left and middle panels display the connection matrix and weight matrix (Eq. 6). In the right panel, a schematic diagram of the structure, blocks of the same color belong to the same cluster and larger arrows represent connections with higher probabilities and larger edge weights. Bottom: Exploring the performance of MAMs based on M8 and M10 on the model in the upper panel. Each block contains 100 nodes. We compare both to the unweighted case, and to the symmetrized case. We perform 100 repeats, and error bars are one sample standard deviation