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Exact(34)
The existing centrality metrics could be broadly classified into two categories [1]: neighbor-based and shortest path-based.
Leverage is unique from existing centrality methods in that it does not assume serial transportation of information, but rather allows for parallel processing such as that occurring in the brain.
Then we compare ION with eight other existing centrality methods.
Degree, eccentricity, closeness, centroid are only some among the most known and simple existing centrality indices.
After that, the results of ION and eight other existing centrality methods are analyzed in details.
Furthermore, no matter how many reference organisms were selected, ION outperforms all eight other existing centrality methods.
Similar(26)
Unlike existing methods, the betweenness centrality approach takes into account of both the fluxes between species and their relative positioning within the chemical network.
Analyses of decision chains used by faculty highlight the idiosyncratic manner in which planning unfolds in practice, the centrality of existing artifacts, the role of contextual factors, and the absence of continuous improvement systems.
For the large networks that we have in mind, existing measures such as betweenness centrality are difficult to compute, even with recent methods that approximate the large number of operations required.
The results from each of those were then compared to those obtained from random affiliation networks, or R-networks, in which individuals were unable to assess the centrality of their existing affiliations, and therefore dropped connections at random rather than dropping those perceived to be the least desirable partners.
Social network data were analysed using the 'Statnet' suite of packages in R (Handcock et al. 2008) using existing SNA algorithms, including network size, density, centralization, degree centrality and betweenness centrality.
Related(20)
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