Sentence examples for based on data clustering from inspiring English sources

The approach is based on data clustering.

We developed a novel data-driven exposure analysis approach based on data clustering techniques (C-EVA), and investigated its ability to discriminate between different simulated time lines of exposure compared with a conventional EVA using both univariate and multivariate approaches.

Most quantization methods are essentially based on data clustering algorithms.

Computational pattern discovery and classification based on data clustering plays an important role in these applications.

Several methods can be used to meet the SLA, such as a traditional restore from tape or a high-tech solution based on data replication and clustering.

Although the hypothesis surrounding the prevalence of these three disorders in association with IBS has been previously explored, many published studies have been based on data from clusters of case reports or from small clinical practices.

This cost analysis was based on data from a cluster-randomised GDM prevention trial (N = 848), conducted at maternity clinics in Finland in the period from 2007 to 2009.

First, instance selection probabilities are computed based on training data clustered in random subspaces.

Instead, the clustering by sugar metabolism gene expression closely resembled clustering based on data for all the transcripts represented on the first-generation array [ 18].

> -wrap-foot> Hierandhical and partitioning clustering of the 1387 hippocampal transcript clusters (Fig.  1 A) based on data from hippocampal samples revealed clustering of the 7 AD cases separately from the 10 non-AD cases, with statistical significance.

He is also good on the takeover of the DSM-III taskforce by Robert Spitzer and its transformation from a slim, vaguely Freudian manual to one ordered around symptom-clusters based on "data" gathered from groups of psychiatrists.