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The transform (varvec{varPhi }) should be chosen such that a tailored clustering of the rows of (hat{mathbf {S}}) provides the elements that approximate the rows of ({mathbf {X}}).
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The rationale for the tailored cluster files is demonstrated in Figure 1.
After DNA-extraction, WGA and subsequent genome-wide scans (GWS), the results were analysed using both a standard Human610-Quadv1B Cluster, provided by Illumina, and WGA kit specific tailored cluster files.
In the second part of the study two cluster files, each constructed from 16 wgaDNA preparations made by the REPLI-g and GPlex4 kits (tailored cluster files specific for WGA method), were also used to analyse the respective samples.
Unsupervised learning does not require any labeling but users have no chance to tailor clusters to their specific needs.
This behavior was previously observed for individually stabilized (small; 4 nm and polydisperse) thermoresponsive nanoparticles, and was then suggested to indicate the ability to tailor cluster size by nanoparticle properties.
Finally, we have also evaluated our system's performance against Hadoop, an implementation of MapReduce tailored for clusters.
Cloning and heterologous expression of Avermectins biosynthetic gene cluster will make it possible to tailor the cluster in vitro.
Whereas a large number of dedicated techniques have been recently proposed for static graphs, the design of on-line graph clustering methods tailored for evolving networks is a challenging problem, and much less documented in the literature.
Next, we compute the reduced-order models tailored to each cluster by applying DMDc within each cluster.
MOON is tailored for a cluster environment, such as a research lab, in which nodes are trusted or even dedicated.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com