Sentence examples for performing cluster from inspiring English sources

This paper describes the CLUSFAVOR algorithm (CLUSter and Factor Analysis Using Varimax Orthogonal Rotation) for performing cluster and factor analysis of gene expression data obtained from cDNA microarrays.

Our results show that performing cluster analysis as a preliminary task can identify more important findings which can remain hidden if only entire data set is analyzed.

In light of this research, best performing cluster under the macroeconomic shock is the Engineer-servers, emphasizing flexibility-oriented broad product line and after sales service, while having less priority concerning low price and volume flexibility.

Before performing cluster analysis, we normalized and rescaled the distributions of our four metrics, across all the GEPs.

The sensitivity of POCT s could be improved by performing cluster testing, an option that was not explored here.

At the end of the cooling process the main conformations present in a given replica population are identified by performing cluster analysis.

When performing cluster-based analysis of geographic data, user interaction is essential to understand and explore the emerging patterns, and the lack of appropriate tools for this task hinders a lot of otherwise very good work.

Case 1: Summarization without performing clustering and semantic similarity.

Designed to elicit clustering tendencies in the data, SPP may be more appropriate when performing clustering or classification analysis.

This confirms the fact that in the first experiment the algorithm located cluster 21 close to other well performing clusters.

To test this hypothesis, we conducted a comparative analysis by combining reads of these two species and performing cluster-based repeat identification and classification on the combined reads[ 28, 29].