Sentence examples for sampling of the network from inspiring English sources

This is expected because the use of a bigger population ensures broader sampling of the network search space.

We consider the samples of the network response time R c,i at time t i, and a set of collected n measures denoted as R c, n ⃗ ( t i ) = ( R c, i - 1,.., R c, i ).

A second key characteristic of P2P KNN graph construction protocols is their sampling-based approach: each peer selects a set of candidates based only on a partial sample of the network.

Since there are many more observed phosphorylation sites than independent samples of the network configuration, the problem of finding the unique network connectivity is ill-posed.

GRENITS uses a Markov chain Monte Carlo (MCMC) algorithm to implement Bayesian inference on the sparse network model (1), giving samples of the network from which link probabilities can be calculated.

In this sense, the network that we construct is a sampling of the actual network in place.

Although the analyzed intersection networks are a small sampling of the entire network, they present some common features with the original gold standard datasets: (a) they present a non linear behavior in PPV and Sensitivity, (b) the information of Rosetta Stone information seems to maintain a logarithmic behavior even in the intersection to KEGG and GO data.

This artifact may be due to insufficient sampling of the vessel network.

As a result of this analysis, all subsequent POBN optimization cycles were run by collecting 250 configuration states after Gibbs sampling of the initial network as a balance between accuracy and computational efficiency.

We will statistically compare the properties of these effective networks with those obtained by random sampling of the static networks with a certain number of expression changes.

A sample-path of the network on the logical graph generates a sequence of observations, that are used to estimate the transition matrix P ̂ ( t ) and the cost vector c ̂ ( t ).