Sentence examples for refining the network from inspiring English sources

Unweighted auxiliary nodes, locally refining the network model, allow one to capture the complexity of the connections between weighted end-nodes.

The second step of refining the network requires knockout expression data.

This might be done by refining the network using network connections inferred directly through comprehensive microarray studies, or directly generated protein-protein interaction data.

The completion method reduces the time-consuming work of meticulously refining the network of reactions, the set of biomass metabolites and the selection of appropriate metabolites as nutrients and secretions (e.g. byproducts, toxins and signaling molecules), which are needed to produce a feasible FBA model.

One possibility, for instance, is that refining the networks that go awry in depression may reveal neurological subtypes of depression that can be diagnosed and treated differently.

We start with a flexible superstructure that contains all possible alternatives of a potential RO network and refine the network during the synthesis using model based optimization technique.

Finally, also the rest of the available data from the DREAM challenges (knockdowns, time series, multifactorial) may be used to refine the network prediction, but the gain would probably be small, as already shown by the DREAM3 best performer [31].

Thus, we used a statistical approach that involves model validation to evaluate significance levels and refine the network.

Although we filtered and refined the network by only including genes that are present in the model, validating 17226 individual network edges is challenging.

This will help to continually refine the network models and strengthen the relevance to the processes that underlie the development of COPD.

Having the experimental results of the recent study at hand [ 37], we were able to complete the prior knowledge in order to refine the network model.