Table 1 Classification of network distances.
Network type | Known Node-Correspondence (KNC) | Unknown Node-Correspondence (UNC) |
|---|---|---|
Undirected Unweighted | –Euclidean (EUC), Manhattan (MAN), Canberra (CAN), Jaccard (JAC) distances –DeltaCon (DCON) | –Global statistics –Spectral Adjacency (EIG-ADJ), Laplacian (EIG-LAP), SNL (EIG-SNL) distances –GCD-11 –MI-GRAAL –NetLSD –Portrait Divergence (PDIV) |
Directed Unweighted | –Euclidean, Manhattan, Canberra, Jaccard distances –DeltaCon | –Global statistics –DGCD-129 –MI-GRAAL –Portrait Divergence |
Undirected Weighted | –Euclidean, Manhattan, Canberra distances –Weighted Jaccard distance (WJAC) | –Global statistics –Spectral Adjacency, Laplacian, SNL distances –MI-GRAAL –NetLSD –Portrait Divergence |
Directed Weighted | –Euclidean, Manhattan, Canberra distances –Weighted Jaccard distance | –Global statistics –MI-GRAAL –Portrait Divergence |
