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However, conventional VHO schemes are based only on network information, and do not address service management for seamless service execution.
Computational techniques to predict new interactions based only on network topology have been developed in network science but never applied to GI networks.
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We further show that a Machine Learning classifier, based only on coauthorship network centrality metrics measured at the time of publication, is able to predict with high precision whether an article will be highly cited five years after publication.
They identify the complexes based only on the network topology and the detected complexes are quite different in the structural features of subnets.
Thus, the detected protein complexes can be utilized to predict PPIs based only on the network topology; that is, the detection algorithms identify protein complexes, and then the PPIs are predicted among proteins in the complexes.
In other words, it is not feasible to pinpoint accurately the source location for a specific embolus particle found at a stroke site if the simulation is based only on the vessel network geometry.
The aforementioned methods are based only on the topology of the network, but one could consider different approaches based on flux distributions over the set of reactions, such as elementary modes (Schuster and Hilgetag, 1994; Schuster et al., 1999) that are minimal subnetworks working at steady state.
There are also many complex detection algorithms based only on the protein interaction networks [ 9].
Thirdly, two animals were putatively assigned to the genetic groups based only on the information about networks of exchanges (see details in Additional file 9).
First, an effective distributed adaptive gain-design strategy is proposed based only on local information of the network structure.
An effective distributed adaptive strategy on the control gains is developed for reaching consensus based only on local information of the network structure.
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