Sentence examples for centrality based on from inspiring English sources

In this study, a gene's product is considered central (gene centrality) based on a high PPI degree and two other measures: betweenness (BW) and clustering coefficient (CC).

We further introduce network or degree centrality (weighted Laplacian centrality) based on modified Laplacian, weighted micro-community centrality.

Measure of betweenness centrality based on random walks has been suggested as improved versions of these measures [15].

There are various formulas to compute centrality, based on node degree, node distance, eigenvalue of the adjacency matrix.

We discussed network or degree centrality (weighted Laplacian centrality) based on modified Laplacian, weighted micro-community centrality.

In terms of network structure, we built a biography network [27] in which we estimated PageRank, a measure of node centrality based on network connectivity [20, 21].

Betweenness-centrality Based on the same concept as the most probable path, this can be redefined as the number of most probable paths passing through each node when connections between each pair of nodes are considered.

After performing centrality based analysis on the whole network, we find a unique node in the network which we have termed as the focal node in our study.

The simplified form of a feedback centrality termed eigenvector centrality is based on the Perron-Frobenius theorem which ensures that for a strongly connected graph, the leading eigenvector of the adjacency matrix contains only real positive values ([5]).

The eigenvector centrality of a node is directly dependent on the centrality values of its connected neighbors which means eigenvector centrality of each node is assigned a centrality value based on not only the quantity of its connections, but also their qualities.

A person's current municipality of residence is classified into one out of four centrality categories based on Statistics Norway's standard classification.