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Then the connection weights between nodes of different layers are updated by Eqs.
Many large real-world networks actually have a two-mode nature: their nodes may be separated into two classes, the links being between nodes of different classes only.
The minimum spanning tree (MST) of the graph is computed; this tree will contain some edges that are between nodes in the same cluster (intracluster edges) and other edges between nodes of different clusters (intercluster edges).
They use the idea of topological traps [61], [63], [64] (i.e. links between nodes of different degrees in regions with few or no redundant paths) to explain why "homogeneous strategy waves" do not propagate over the network uniformly.
We show that this result arises from the relevance of correlations beyond the first neighborhood, in particular from topological traps formed by links between nodes of different degrees in regions with few or no redundant paths.
Another important feature of complex networks is represented by their mesoscopic structure, characterized by the presence of groups of nodes, called communities or modules, with a high density of links between nodes of the same group and a comparatively low density of links between nodes of different groups [11] [14].
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Because radii are described at nodes, edges between two nodes of different radius taper.
As a simple example, let us consider the configuration displayed in Fig. 3, with a link between two nodes of different degrees k1>k2.
In global network alignment on the other hand, the goal is to align the networks as a whole, providing unambiguous mappings between the nodes of different networks.
The correlation structure is explored by varying the threshold between different lipids and the important changes between treatments by clusters of nodes of different sizes and fan-out degrees.
By taking into account these symmetries between nodes of a graphlet, there are 73 different orbits for 2-5-node graphlets, numbered from 0 to 72 in Figure 1 and additional file 1 Figure S1.
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