Each sector controller maintains a virtual model of the network based on long-term feedback.
Researchers must now rely on models of the network structure to capture the key functional components that relate to an observed response.
After estimating the discriminatory capacity of this model on the network-generating dataset, we implemented an independent evaluation of the model on quantitative real-time PCR data.
We performed extensive simulations to study the impact of various parameters and their corresponding models on the network lifetime.
Following the literature [ 17], we use the following random walk with restart model on the heterogeneous network that is composed of a phenotype similarity network, a gene semantic similarity network, and known associations between diseases and genes.
Figure 2 further explores the differences in the performance of the MaxEnt model on the different network and degree distribution types for networks with S<135 by plotting fG versus W95 and coloring the point to show network size.
The model, based on the network depicted in Figure 2, displays spontaneous oscillations in cAMP observed during the early development of Dictyostelium discoideum.
Numerical results suggested that this probability is dependent on the number of reaction steps but independent of the total molecule number, which suggested that we were able to design a simplified model based on the network structure.
The use of a population model based on the network approach to evaluate the nature of the association of Tnt1-related sequences in Solanaceae supports the existence of an ancestral element rather than the occurrence of recent lateral gene transfer.
It explains, too, the often loose and non-hierarchical organisation of the protest movements unconsciously modelled on the networks of the web.
"It explains, too, the often loose and non-hierarchical organization of the protest movements unconsciously modeled on the networks of the web," he added.
