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In addition, the decoder EXIT curves are also drawn using the degree distribution obtained by using LP with the ϵ settings given in Table 3.
To analyze the structure of these networks, using the degree distribution, we have to consider both the "in-degree" distribution and the "out-degree" distribution.
Finally, we study and compare the statistic features of the networks converted from original traffic time series in three states based on phase space and visibility by using the degree distribution, network structure, correlation of the cluster coefficient to betweenness and degree degree correlation.
Therefore, we employ an information-theoretic approach using the degree distribution of each network and the Kullback-Leibler divergence [ 50].
The null model in the Poisson score was further improved by considering a different value for λnull using the degree distribution of the metabolites connected to the enzymes.
Note that with an approach based on the Kullback-Leibler divergence using the degree distribution, only one descriptor has to be calculated.
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We use the degree distribution, which describes the number of links per node, to identify hubs and to determine if the network is scale free (if it is, then the degree distribution follows a power-law distribution).
Classical summary statistics used include the degree distribution, the mean path length and the clustering coefficient (see Costa et al., 2007 for an overview and many more summary statistics).
In this paper, we use (1) as the degree distribution of LT codes.
The MaxEnt model is always rejected as a model for the resulting animal degree distribution of the 79 species (SA = 39, SP = 40, CB = 0.128) network even though the MaxEnt model was used to create the degree distribution of each sub-network.
In our analysis, however, this explanation can be ruled out because we used the true degree distribution in estimating the expected diameter.
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