Sentence examples for module detection procedure from inspiring English sources

Since eigengenes form a network, one can use a module detection procedure to identify modules comprised of eigengenes.

Once an eigengene network is defined (Eq. 1), a module detection procedure can be applied to the eigengene networks.

Even when modules are defined using a module detection procedure, cross-tabulation based approaches face potential pitfalls.

Such non-preservation may be called the weak non-preservation: "the module cannot be found using the current parameter settings of the module detection procedure".

A potential major advantage of definition (Eq. 37) is that the individual dataset modules need not be obtained using the same module detection procedure.

On the other hand, here we are interested in establishing strong non-preservation: "the module cannot be found irrespective of the parameter settings of the module detection procedure".

This transformation is useful for defining module detection procedures.

To our knowledge, the proposed method is the first that combines functional module detection among species, exploiting an orthology procedure and using information theory-based GO semantic similarity in PPAN of the Mycoplasma species.

Using the Newman-Girvan module detection algorithm, we detected a total of 10 modules, with an overall network modularity of 0.519.

After network creation and module detection, the GMAT of detected modules with other (correlated) phenotypes can be calculated.

The detection procedure was described, and the key modules including the optical part and electrical part were designed and fabricated.