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Finally, machine learning was applied to the clusters for constructing classifiers to predict the flow patterns automatically.
This metric is applied to the clusters identified by the new version algorithm for community detection and, by definition, there is always a path between any pair of nodes in every cluster.
Network analysis using the Ingenuity Pathway Analysis (IPA) tool was also applied to the clusters enriched in related biological processes to identify potential hubs regulating specific aspects of the radiation and bystander responses.
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Also in that paper, the defined intuitionistic fuzzy scoring method was applied to the clustering problem.
The approach is then applied to the clustering at the mobile station in small urban macrocell at 4.5 GHz.
The main feature of these trials is that patients are nested within large clusters such as physician practices or communities and the intervention is applied to the cluster.
When RCSs were less than 1 Mb apart, the same correction was applied to the cluster of RCSs, based upon the 1-Mb values flanking the cluster.
> Both algorithms were applied to the cluster of co-expressed genes involved in translation (Cluster K1).
The ratio of gene expression was first log transformed and then applied to the clustering algorithm.
The ratio of each gene expression in paired samples was log transformed and applied to the clustering algorithm.
A linear regression was applied to the cluster of ratios generated from the standard reference DNA samples and used to calibrate the inference of copy number from the ratios of the unknown samples.
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