Sentences with phrase «cluster analysis identified»

Cluster analysis identified four distinct groups: «not involved,» «rarely victim and bully,» «typically victim,» and «retaliator.»

Not exact matches

Micro Focus is also employing sentiment analysis, message clustering, and machine learning algorithms to better identify types of data stored in Digital Safe.

Regression analyses of data from stratified, cluster sample, household iodine surveys in Bangladesh, India, Ghana and Senegal were conducted to identify factors associated with household access to adequately iodised salt.

If we had found any cluster - randomised trials, we would have included them in the analyses along with individually - randomised trials, if such trials were identified and were otherwise eligible.

The profile of CD4 - TEMRA was highly heterogeneous across donors, with four distinct clusters identified by the single - cell analysis.

Using language - analysis software they identified the creative words and grouped them into clusters.

The authors next took 997 tumors in the discovery set, integrated copy number and gene expression data, and performed clustering analyses to identify subgroups of tumors with distinct features and clinical outcomes.

(A) Heat map illustrating hierarchical clustering of differentially expressed genes identified in a pair-wise analysis of all four fractions.

Our analysis of 23,184 cells identifies 15 clusters, few of which could be fully characterised by a single marker gene.

An analysis of the geographical distribution of allele frequencies showed weak evidence of variation in distribution of alleles, with clusters representing a higher than expected number of samples with the major allele being identified for 5 SNPs.

Analysis of the chromosome sequences identified 49 putative specialized metabolite biosynthetic gene clusters.

This analysis was limited to sequence reads that mapped to the targeted chromosome X and Y SNPs with a mapping quality score of at least 37, where clusters of duplicate reads (as identified by orientation, and start and end position) were represented by the read with the highest sequence quality.

Because of this, any large multi-proxy analysis can only be successfully tested by some type of cluster analysis to identify the types of shapes represented by the individual proxies.

Various technology tools that make the concept of E-Library indispensable are Easy Access to provide a campus wide access using IP Authentication, Results clustering to familiarize new users with different classes of content by providing an instant, multi faceted analysis of distribution of hits in each result set, flexible display option with inclusion of full featured tools that allow for printing, emailing and saving, interoperability that works with systems one use to manage electronic holdings through e-journals systems, Article linking Federated search, Meta search & Citation export to Reference Works, smart indexing technology to help users to reach the information they need by applying controlled vocabulary terms for several different taxonomies and powerful source selection to identify sources by type, language, topic, geography and other facets.

Cluster - analysis identified four different meaningful patient groups: a group with overall high coping resources (1), a group with overall low coping resources (2), a group with particularly low social coping resources (3) and a group with particularly highly distinctive «knowledge and active coping» (4).

Data was analyzed using psychometrical scale analysis to identify validity and reliability, two - step cluster analysis in order to identify typological clusters of lovers, and factor analysis to understand the composition of dimensional structures.

Cluster analysis with 51 items assessing many types of subtle and overt psychological abuse identified six groups.