Sentence examples for automated clustering from inspiring English sources

A fully automated clustering algorithm is used to identify multipath clusters which define the model.

Secondly, the genotype quality of rare variants typed on GWAS platforms tends to be low, mainly driven by poor automated clustering and genotype calling.

The training set for MACGT (multi-dimensional automated clustering genotyping tool) [ 17] was selected by manually inspecting SNP Charts for each of the SNPs across some of the 287 samples.

Isolation of single units from tetrode-recorded data was performed manually on the basis of peak-to-trough amplitude and principal components using the TINT software package (Axona) with the aid of KlustaKwik [ 30] automated clustering.

Even when apparently homogeneous populations are isolated by high-resolution automated clustering algorithms 75, measured markers for most populations spread across one or more decades of expression in a distribution that appears approximately symmetrical and Gaussian on a log scale.

We used the Illumina GoldenGate BeadArray assay and BeadStudio software for automated clustering and calling according to a standard protocol [29].

For initial genotype calling, the automated cluster algorithm GenTrain 2.0 was applied.

After automated cluster generation, sequencing was processed and genomic sequence reads obtained.

In order to determine SNP genotype, the automated cluster algorithm was first used to generate initial SNP calls.

Automated cluster recognition via the "Generalized Mixed Yule-Coalescent" (GMYC) approach with multiple threshold extension was used [ 118- 120].

It is difficult to judge just by visual inspection alone how "good" the agreement between the automated cluster analysis and the anatomist's ordering scheme really is.