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This intelligent signal acquisition further avoids the processing of useless samples, within the of activity, and so further improves the proposed techniques computational efficiency.
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The use of importance sampling in such graphical models is problematic because it generates many useless zero weight samples which are rejected yielding an inefficient sampling process.
As mentioned earlier, superparamagnetic W1 and W2 samples are useless for hyperthermia treatment, but W3 and W4 samples are in the single-domain ferromagnetic size regime and capable for use in hyperthermia.
Statistical testing becomes particularly useless in very large samples where nearly all statistical tests used would achieve statistical significance, irrespective of the subject matter relevance of the effect.
The high fluorescence of organic materials when dealing with Raman analysis made the sample spectra useless.
If this is true, the hydrogen isotope ratio of methane in geological samples would be useless as a tracer to deduce the origin of methane.
Since the theorem only exploits the bandlimitedness of a signal and most real-world signals are sparse or compressible, the process of massive data acquisition based on Shannon/Nyquist sampling theorem usually samples too many useless information and eventually we have to compress to store or encode a very few essential information of the signal.
We used qPCR-High Resolution Melting (qPCR-HRM) for FGFR1 exon 12 and 14 as a screening technique, allowing avoiding useless sequencing of not mutated samples [ 16].
Labels should be inside the bag, not written on the outside or on a tag; the latter two can be lost or obliterated, removing the identity of the sample and rendering it useless.
In both cases they are obtained with a decreasing number of genes and conditions, being the second one a very low value, which we consider almost useless in biclustering analyses (2 or 3 samples per bicluster).
The IC3 group is not a representative sample, which makes it effectively useless for identifying the most significant threats and trends.
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CEO of Professional Science Editing for Scientists @ prosciediting.com