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The SIF method in (13) attempts to find a sufficiently sparse g in a manner that X(g) consistently fits Y as sparsely as possible.
That is, the signal obtains a sufficiently sparse representation in the DTCW domain.
On the other hand, if the original signal is not sufficiently sparse, the performance declines.
For sufficiently sparse signals, our algorithm recovers the signal with computational complexity O KlogK) for K measurements.
Donoho [21] shows that it can be approximated by l 1-minimization when α is sufficiently sparse.
Intuitively, the linear scaling means that very large systems can be analyzed as long as they are sufficiently sparse and well structured.
Similar(30)
Overall evidence is fairly sparse, however, sufficiently suggestive to necessitate further systematic research in this field.
Using CS theory, we show that all markers with nonzero coefficients can be identified (selected) using an efficient algorithm, provided that they are sufficiently few in number (sparse) relative to sample size.
Other artifacts, such as over-replicated loci ('pileups'), as previously reported in WGA [ 40, 42, 43], do occur, but they are not at recurrent locations in different cells, and are sufficiently randomly distributed and sparse so as not to affect counting over the breadth of a bin, when the mean interval size is 50 kb.
However, PESQ is sufficiently accurate to assess bursty sparse packet loss patterns and distorted speech sequences subject to loss instances with duration less than 80 ms [15].
Since the scaffold networks are relatively small and sparse, this is sufficiently fast for practical purposes.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com