Sentence examples for refined networks from inspiring English sources

The refined networks were used to identify the metabolic sources in the two symbionts, i.e. the inputs which permit to produce all the different metabolites.

We further relax the constraints from the prior networks (two graph regularizers) introduced in Section 2.2, and integrate the G-Lasso and the dual refinement of graphs into a unified objective function (7) where γ, ρ > 0 are positive parameters controlling the extent to which the refined networks should be consistent with the original prior networks.

We feed the new networks to GGDL and evaluate the refined networks.

The resulting refined network contains 14,671 interactions among 3,487 proteins.

The refined network with integrating omics data was utilized to infer regulatory pathways (Fig. 6).

In the latter case, splits with low support were not included, resulting in a more refined network, and branch lengths greater than or equal to one.

To protect cells against this damage the human body has a refined network in which the reactivity is transferred from one antioxidant to another, thereby gradually diminishing the reactivity [1], [29].

To prevent damage by reactive oxidation products of antioxidants, the human body has a refined network of antioxidants that pass over the reactivity from one antioxidant to another in a controlled way, thereby gradually diminishing the reactivity of the radical and recycling the antioxidants.

We selected hub-connected THP1r2 Mtb-induced genes into the refined network signature T Mtb-iNet and grouped the excluded genes into the excluded signature T Mtb-iEx.

Let A l and A p be the adjacency matrices of a leaf network and its parent network, respectively, and let stand for the refined network for A l ; then the revised RefineFast algorithm carries out the following steps: 1.

Vongsangnak et al. (2013) [ 21] previously published a M. alpina network model, however, this was a refined network that could only be used to investigate genome annotation and metabolic routes, and not flux distribution or phenotypic behaviors [ 21].