Sentence examples for based on clustering or from inspiring English sources

This is true whether the analysis is based on clustering or classification-based methodologies.

How the engaged TCR couples to Src kinase-mediated ITAM phosphorylation is an important question that has led to various models mainly based on clustering or conformational changes of the TCR/CD3 complex [37], [38].

Binning methods are either based on clustering or classification.

Furthermore, some graph-theoretic methods either based on clustering or on heuristic search have also been introduced in the field of motif discovery [ 26– 28].

Well-known studies have demonstrated that the RWR method is superior to other methods, such as methods based on clustering or based on neighbouring nodes [ 66].

To reduce data dimensions, we chose to randomly select genes instead of other methods (e.g. grouping of genes based on clustering or function) because the latter depend on assumptions of which the validity for the datasets are difficult to determine.

Well-known solutions based on generalized belief propagation (GBP) [9 12], which are based on clusters or cliques, are still very complex for the large-scale ad hoc/sensor networks.

The question of whether marker sets based on clusters or single skin markers should be used has been discussed.

One popular way of analyzing expression data is based on clustering similarly behaving genes together or finding groups of genes that are differentially expressed.

Current methods for analysis of gene expression data are mostly based on clustering and classification of either genes or samples.

An important outcome of such studies is that one can identify terms that can be grouped together based on cluster analysis or factor analysis.