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We establish formal definitions of such aggregate performance and then investigate the following questions concerning algorithm design: 1) are some algorithms strictly better than others?
Now we give a strong convergence result concerning Algorithm 3.1 as follows.
Concerning algorithm issues, a comparison with other approaches can be found in Alonso-Montes et al. [9].
One important issue concerning Algorithm 1 is the presence of true SCAs (departing from null distribution) in cancer genomes that presumably contribute high copy number deviations to the estimation of overall null distribution (governing only sporadic CNAs), potentially reducing power to detect less-extreme SCAs due to theoretical conservativeness [ 9, 14].
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Before proceeding to another application of nearly equiangular frames, we would like to make a comment concerning Algorithms 3 and 4. While Algorithm 4 produces frames with smaller spectral norm, the achieved improvement slightly affects the reconstruction performance of OMP.
The detection technique shown here is suitable for non-expert use as no numerical methods are used and no decisions concerning algorithms or regularization parameters are required.
There are a lot of choices concerning the algorithm we can use to recognize patterns.
We provided more details concerning GASOLINE algorithm and all its phases.
Concerning anytime algorithms, Rahwan et al. [9] proposed an integer-partition based algorithm (IP), which uses branch-and-bound techniques.
Among the current interests in graph theory are problems concerning efficient algorithms for finding optimal paths (depending on different criteria) in graphs.
The above discussion concerning BSS algorithms can be generalized to any signal enhancement techniques involving adaptive filters.
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