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In the 1970s, researchers — primarily sociologists — were working to understand basic principles that can characterize networks.
A variety of entropy-based measures have been used to characterize networks associated with biological or chemical systems [5], [6]; a recent application in computational biology uses an entropy measure to analyze metabolic networks [7], [8].
Allometry provides fine tools to characterize networks, including mass balance and energy flux, by a direct comparison between differently-sized soil invertebrates with species-specific adult weight averages [8].
Motifs can also be used to characterize networks more globally.
Recently, it has been suggested to use L ¯ MathType@MTEF@5@5@+=feaafiart1ev1aaatCvAUfKttLearuWrP9MDH5MBPbIqV92AaeXatLxBI9gBaebbnrfifHhDYfgasaacH8akY=wiFfYdH8Gipec8Eeeu0xXdbba9frFj0=OqFfea0dXdd9vqai=hGuQ8kuc9pgc9s8qqaq=dirpe0xb9q8qiLsFr0=vr0=vr0dc8meaabaqaciaacaGaaeqabaqabeGadaaakeaacuWGmbatgaqeaaaa@2DE5@ instead of C to characterize networks [ 29].
An integrative omics study by Tomescu et al., have utilized all three approaches to characterize networks within Plasmodium faclicparum at different stages of life cycles [ 94].
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By modeling interactions between vehicles--whether human-driven, semi-autonomous, or self-driving--we can characterize network costs in response to controlled inputs.
In this approach all trophic links, measured by the ability of each consumer (bacteria) to grow on each resource (single carbon source) are summarized in matrices to characterize network properties of different communities.
It is commonly used to characterize network clusters in applications for which easy reachability between group members is of high importance.
They figured out how to characterize network traffic in mathematical terms, which up to that point was thought to be impossible.
Secondly, we propose a port role distribution diagram and define a port behavior measurement metrics to characterize network traffic.
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