Sentence examples for by cluster analysis to from inspiring English sources

A subset of 15 structures was chosen by cluster analysis to constitute the parameterization training set.

Organised into three main stages, this method involves: (i) indicator selection, using principal components analysis, (ii) zonation by cluster analysis to classify areas into distinct types, and (iii) site allocation, to confirm similarity within affinity zones in terms of monitored air pollution concentrations.

The combination of principal component analysis for necessary reduction of the number of variables followed by cluster analysis to identify typical farm households was used.

They then differentiated the cell lines into neurons and compared global gene expression profiles, followed by cluster analysis to assess the degree of similarity among the cell lines.

Particularly, the authors of one of the data sets used in this study (GSE29801) tried to overcome the complexity of the gene expression changes obscured by noise by using cluster analysis to reveal differential gene expression programs, followed by functional enrichments [ 42].

Therefore, our results suggested that regions with similar HM exposure can be appropriately grouped by applying cluster analysis to HM accumulation in snail hepatopancreas.

In addition, it was found that sites with different degrees of inorganic pollution can be appropriately classified by applying cluster analysis to EISQ, TE levels in sediments, and physico-chemical properties of water.

These results therefore suggested that sites with similar pollution patterns can be appropriately classified by applying cluster analysis to physico-chemical properties of water, TE loadings and total enzymatic activity in aquatic sediments.

Gene expression patterns at the scale of the transcriptome were measured by systematic cluster analysis, to explore the similarities and compare the relationship between the different libraries in TC and YK pigs.

Finally, OrthoMCL v.2.0.9 [ 35] was used in an all-against-all BLAST search, followed by a Markov Cluster analysis to group putative orthologs and paralogs between the Huntiella and Ceratocystis species.

Note that we intentionally turned the 88 miRNAs to opposite direction (by multiplying the expression intensities by -1) in the cluster analysis to account for the fact that most miRNAs have inhibitory effects on mRNA expression.