Sentence examples for empirical network in from inspiring English sources

One generates a random realization of the baseline model that agrees in size N and average degree k with the first empirical network, and another realization that matches the second empirical network in N and k.

Links were removed from the empirical network in order to see whether our algorithm was able to distinguish those from non-existing links.

These network types are important building blocks of complex systems however neither of them might behave similar to real-world empirical networks in terms of their topological structure (Newman 2010).

This was done by randomly placing the weights of the empirical networks in a ring lattice and subsequent rewiring to create long-distance connections.

The design also outperforms any of the empirical networks in

Results for a randomized ensemble, comparing the number of neurons in each role against that for the empirical network, are given in Table S4.

Although we find that membership of neurons in specific modules are correlated with their physical nearness, the empirical network is sub-optimal in terms of both the above-mentioned constraints.

Figure 8 Size distribution of (i) the circles of influence in the 25 realizations of the optimal simulated network, (ii) the Infomap clusters in the 25 realizations of the optimal simulated network and (iii) the Infomap clusters in the empirical network for 'Pharmaceuticals' (SIC code 283) (a) and 'Applied and interdisciplinary physics' (PACS number 89) (b).

While this also shows many neurons from the lateral ganglion, unlike in the empirical network it has representation from other ganglia too (e.g., the retrovesicular ganglion).

This approach will maximize the group distance to control the temporal effect (i.e., genes in the same temporal group are functionally close, as shown above) in the empirical network, thus making the analysis more convincing.

We found that the group distances for partners of hubs (we defined a hub with minimum degree of 50, n = 678) in the empirical network were significantly smaller than the values obtained from random networks (Kruskal-Wallis test, H = 62.69; df = 1; P < 0.0001), suggesting that partners are actually more functionally similar.