Sentence examples for based on modularity optimization from inspiring English sources

It is an heuristic method that is based on modularity optimization.

The community structure detection algorithm used is based on modularity optimization [ 29].

And strategies based on modularity are the best way to deal with that change.

The resulting network was analyzed and enriched by means of a missing links recovery criterion based on modularity.

Our technique is based on modularity clustering so as to decrease the number of cross-cluster edges.

In the following subsection we shall introduce Deltacom, an algorithm for hierarchical partitioning based on modularity maximization.

Since the adoption of modularity as a measure of network topological properties, several methodologies for the discovery of community structure based on modularity maximisation have been developed.

This is not a specific feature of OSLOM, but it should be done for all community detection techniques with a stochastic character, like methods based on optimization (e. g., modularity optimization).

Deltacom is based on the optimization of modularity.

To deal with this dual nature of PPI graphs (both modular and overlapping), we have developed the OCG algorithm described herein, a method to cover graphs with overlapping clusters based on the optimization of the modularity.

In this study, we constructed a GGCN at the genome-wide level with publically available microarray data using the efficient heuristic algorithm Qcut, which is based on the optimization of a modularity function (Q), and combined spectral graph partitioning and local search to optimize Q.