Sentence examples for mean adjacency matrix from inspiring English sources

The mean adjacency matrix of this ensemble is then calculated.

We treated this data as the set of true positives and compared our mean adjacency matrix to it.

Alternatively, the mean adjacency matrix could be used to gain a course grained global view of the human nuclear co-regulation complexome.

The elements of the mean adjacency matrix are interpreted as probabilities that a given link is present in G u. Due to the binary nature of the edges, a comparison can be made between the underlying network G u and the mean adjacency matrix, after the application of a threshold value of p t.

First we used the list of proteins identified in each pull-down to define the sets of proteins forming a connected subgraph of the underlying PPI network; this defines the subsets c i composing the field C. We then used the approximation shown in equation 9 to estimate the mean adjacency matrix.

The list of proteins identified in each experiment may be identified with the field C, and a mean adjacency matrix may be calculated from equation 9, then finally the sampling bias correction can be made to derive a predicted weighted adjacency matrix.

Mean functional connectivity was also calculated by calculating the mean of each connection within the adjacency matrix, while ignoring self connections (e.g. left PMC-left PMC).

In particular, the eigenvalues of (U2)+ are expressed by means of those of the adjacency matrix A G of G in [9,13,18] as follows: ([9]) Let G be a simple connected k-regular graph with n vertices and m unoriented edges.

Indeed, an underlying idea behind the local-mean diffusion operator is to incorporate the structure of the adjacency matrix into the local-mean diffusion operation of reconstructed residual.

For computational efficiency, we calculate the sum of each row or column of adjacency matrix; the sum means the number of genes related to the gene.

This means one could instead calculate N as the adjacency matrix of the state space graph, if that is more convenient.