Sentence examples for generate groupings from inspiring English sources

We believe the inadequacy of attention in the research and application of using SOM networks as a clustering method is due to its lack of procedures to generate groupings from the SOM output.

These methods use multi-locus genotypes and a predefined number of clusters (K) to generate groupings that minimize the deviation from Hardy-Weinberg equilibrium (HWE) and linkage equilibrium [ 29, 55, 56].

Utilizing the assembly algorithms incorporated in the SeqManII software (part of the DNASTAR suite from DNASTAR Inc ,Madison WI), the 9,159 ESTs were grouped into contigs and clusters by establishing assembly stringencies that generated groupings defined by the analysis protocols of McCarter et al., 2003 [ 34].

In a first step, contours are completed over time by generating groupings of like-oriented contrasts.

With the 10 and 25%% missing values, the number of generated groupings was inconsistent with 17, the chromosome number of the diploid apple.

To assess whether the a priori groupings optimally reflected the true underlying systems, we compared the correlations among them to correlations among randomly generated biomarker groupings (the 'arbitrary groupings'), predicting lower correlations among dysregulation scores for groupings that better distinguished independent systems.

A neural model proposes how the laminar circuits of V1 and V2 generate perceptual groupings that maintain sensitivity to the contrasts and spatial organization of scenic cues.

This lack of perception becomes obvious when (unsuccessfully) attempting to tap hemiolas against a given isorhythmic background pulse, thus having to generate periodic groupings within a pulse template structure.

For example, OxyR regulon members were concentrated in cluster 7, but were also part of clusters 5 and 8. Collecting samples more frequently, over a longer time series and with more biological replicates might generate tighter groupings.

The Ortho-MCL algorithm [ 47] was applied to generate orthologous groupings.

Finally, integration of knowledge from experiments validating existing gene sets can generate new groupings in an iterative manner.