Sentence examples for interact using an underlying interaction network structure from inspiring English sources

The agents interact using an underlying interaction network structure and get into consensus in their opinions, while finding better solutions to the problem.

These conditional independencies can then be used to constrain the underlying network structure.

We use a Bayesian network, structured according to the underlying ontology, to model the prior probability of a protein's function.

In the current work, we reanalyze the CS-HM transcriptional data in the light of an underlying molecular interaction network.

Then, using the constructed interaction network, we studied the proteins that directly interacted with the virus and co-expressed genes.

The resulting parameter set can be used to identify the underlying regulatory network structure as well as to make forward-looking estimates of its function under temporal dynamics or environmental changes.

Jiang et al. also tried to use score-based Bayesian network structure learning methods to detect epistatic interactions [ 52].

CMGRN http://bioinfo.icts.hkbu.edu.hk/cmgrn/) is based on a methodology combining Bayesian hierarchical model with Gibbs Sampling implementation to identify correct sets of regulator-gene interactions which explore underlying network structures [ 47].

The static version of this model on a fixed (directed) underlying network structure has some limitations.

The formation and evolution of groups of synchronized oscillators reveal a non-trivial underlying network structure.

These proteins interact to form an intricate protein interaction network at a large scale.