Sentence examples for matrices of networks from inspiring English sources

To measure this, we look at the rank of the weight matrices of networks trained with soft targets.

Given the adjacency matrices of networks, the structural difference of networks can be studied in many different ways.

While earlier studies attempted to apply clustering algorithms directly to the adjacency matrices of networks in order to partition network nodes into groups [ 10, 14], later studies have relied on graph partitioning algorithms or special purpose algorithms for identifying subnetworks of certain properties [ 5- 7, 11, 17, 18, 20].

These new matrices are generated by bootstrapping elements with replacement from the original matrices of network proximity.

Finally, for each year, we measure the correlation between the newly generated matrices of network proximity and market similarity.

Spearman partial Mantel correlations (Pearson correlations yield similar results) between the matrices of network proximity and market similarity of traded corporations in each year.

Moreover, to recover the transfer matrices of network coding at the destination node, a coefficient vector of k symbols is usually included in each of the transmitted packets [3].

This software converts matrices of network data into diagrams with nodes (or individuals) positioned optimally using complex algorithms.

Note that our matrix of network proximity takes into account all pairs of traded corporations.

The above process could be denoted as xt + 1 = Px t, where P represents the matrix of transition probability, which is column-normalized matrix of weighted adjacency matrix of network graph G.

This corresponds with w y (G,Y) in Eq. 16 above being defined as w y (G,Y =ω, where ω is the matrix of network statistics of interest, and w x (G,X) being defined as ι.