Sentence examples for based on cluster classification from inspiring English sources

The spike sorting method was based on cluster classification in reduced space.

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

Binning methods are either based on clustering or classification.

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

Besides, the limitations of spatial pattern analysis of lake variations classification based on cluster analysis and the possible primary causes of lake level fluctuations are discussed.

Strengths include the objective clinical classification based on cluster analysis and the long duration of follow-up and the use of standardised procedures during the study period.

Finally, a terrain classification scheme based on cluster analysis was implemented and the landscape of the study area was mapped on the basis of mountain geomorphometry.

We use a robust watershed classification scheme based on cluster analysis that integrates a set of 12 social and environmental factors chosen to reflect the state of water resources in the Great Lakes basin.

We have conceived a multi-criteria and multilevel methodology that was integrated into a geographic information system (GIS) and is based on clustering and maximum likelihood classification algorithms.

Yu's approach predicts PPIs based on protein interaction networks by completing the defective cliques, which is stricter and more reliable compared with the methods based on clustering subnets and functional classification in the protein interaction network [ 11].

Based on hierarchical cluster classification of expression pattern, the substitution rates (Ka/Ks) of genes common to wheat and rice were calculated in order to assess the variability of the gene grouping in each cluster.