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Owing to the wide application of the cluster heatmap in biomedical sciences [15], many software tools for its visualization and exploration are available.
Under these conditions, the application of the cluster analysis to kinetic parameters of proven descriptive capability becomes a useful exploratory method, which allows to decide combinations of protein sources apt to make compatible different potential purposes of LAB cultures.
An application of the cluster frequency here devised helps in this procedure avoiding ambiguities by ties by looking for those clusters with high frequencies and selecting just in those clusters representative descriptors by traditional methods like the nearest to the centroid of the cluster.
We also carried out a quantitative approach to the protonation sequence, through the application of the Cluster Expansion Method.
This, coupled with increased efforts to raise awareness among country office management and staff, will ensure consistent application of the cluster approach in emergencies.
The clustering within pseudo ICUs was taken into account by using robust standard errors (application of the cluster option in Stata 12).
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Summary measures of cluster validity, and numerical differences between clustering solutions on such measures, must be interpreted in the light of the application of the clusters [22].
Simulation examples with extraneous clutter time delays, and application of the clustering to identify them is demonstrated in Section 6 for multiple targets.
Our application of the clustering optimization procedure as implemented in optsil has had a number of benefits for Peronospora and Pseudoperonospora molecular taxonomy; analogous benefits are to be expected with other groups of organisms and other sequence regions.
It is important to note that the decision rules presented here were created for use in a very specific application of the clustering methodology: to determine the number of Hospital Groups in Michigan.
These developments have paved the way for wider applications of the cluster approach, beyond the pure mechanistic investigations.
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