Sentence examples for centrality in order to from inspiring English sources

This is because the predictive power of each feature is low in OREGON than in the other networks as shown in Figure 3. Next, we compare the classifiers using all of the features to those excluding infection betweenness centrality in order to check whether infection betweenness centrality can improve the performance of the classifiers.

In this work, we analyzed the human sperm-egg protein interaction network with topological metric of connectivity, betweenness centrality in order to identify essential proteins as putative drug targets using Cytoscape 2.8.

We also measure centralities in order to identify the prominent actors and their positions.

We also propose a modification to the classical Pagerank centrality metric in order to better reflect importance in the context studied.

Local properties are features of single vertices or edges, and, in particular, centrality coefficients are evaluated, in order to understand the importance of the nodes within the network.

We further employed several systems-level analyses, including functional enrichment as well as network centrality and pathway analysis, in order to determine key genes and biological functions influencing the responses of NK cells encountering Ab-coated target cells in an inflammatory environment.

We understand the need for countries to directly engage with each other, within the WTO bearing in mind the centrality of the multilateral process, in order to evaluate and close the remaining gaps.

On the basis of their rankings, the least important/influential nodes from a centrality point of view are eliminated in order to reduce the size of search space, by using filtering constraints.

In order to compare the centrality distributions, we apply a Wilcoxon-Mann-Whitney two-sample rank-sum-test[21].

In addition to the road network classification, the application of the model allows to analyze the spatial coverage of accidents in order to determine the centrality and dispersion of the locations with the highest incidence of road accidents.

In order to measure the centrality of the selected set of genes, the excess retention (ER) of the differentially expressed genes was calculated for each k-core.