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Based on the administrative lists, we calculated sampling weights for each stage of clusters sampled, and subsequently assigned a final sampling weight as the product of weights at each stage.
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The proposed algorithms require intelligent distribution of energy resources evenly across the heterogeneous WSNs in initial stage of cluster formation.
A two-stage K-means clustering method was designed to analyse chemical data in the form of percentages of major ions (Na, Mg, Ca, Cl, HCO3 and SO4); the first stage of clustering produced 347 groups, which were then re-clustered to generate the final nine water types.
Furthermore, we observed that the late stage of cluster growth is accompanied by the formation of circular depletion zones around the largest clusters.
In the formation and development stage of cluster networks, the interdependence of organizations with the cluster accelerates resource gathering, and promotes sharing of knowledge and continuous accumulation of technology.
Though the idea of preliminary stage of cluster formation is simple to implement but due to some situations (boundary value or out-of-bound data sensing) few nodes in the network might still remain unclustered.
This method is based on principle of finding pairs of operational taxonomic units (OTUs), "neighbors" that minimizes the sum of branch lengths at each stage of clustering of OTUs.
The first stage of cluster investigation is primarily statistical and evaluates the likelihood of a case excess.
practical guidelines for the planning stage of cluster randomized trials are drawn and perspectives for future research.
In this paper, the principle of this method is to find pairs of operational taxonomic units that minimize the total branch length at each stage of clustering.
The principle of this method is to cluster pairs of operational taxonomic units (OTUs [=neighbors of similar gene expression]) that minimize the total branch length at each stage of clustering of OTUs starting with a star-like tree.
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CEO of Professional Science Editing for Scientists @ prosciediting.com