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The constraints are on the rank of a Fourier-domain measurement matrix computed from the points on the shape boundary.
The approach uses the similarity matrix computed from various feature descriptors and a probabilistic hypergraph, which assigns each vertex to a hyperedge in a probabilistic way.
The propagation constant over the test frequency range is evaluated using element-to-element correspondence of the ABCD matrix computed from scalar scattering parameters without modifying the coplanar structure.
H = S^{text{T}} S + dot{lambda }I, (4 where S is the sensitivity matrix computed from S = frac{{partial vec{d}_{text{cal}} }}{{partial vec{alpha }}}, (5)and (dot{lambda }) is a small positive number that ensures the algorithm remains stable.
A representative protein family is one that, taken alone, gives an organismal distance matrix in good agreement with a distance matrix computed from all sufficiently conserved proteins.
Here, the expression of the phylogenetic variance is carried out via a principal coordinate analysis on the distance matrix computed from the phylogenetic tree of the species considered.
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As described in the previous section, the Y and Z matrices computed from the above resistance data allow for the GIC computation at each substation.
The value of r can be automatically selected by analyzing the eigenvalues of scatter matrices computed from the PCA [26].
This program takes as its input the Q-matrices computed from r runs of the Markov chain sampler.
Previously published simulations have shown that the global and a posteriori CADM tests have a correct type I error rate and good power when applied to dissimilarity matrices computed from independently-generated raw data [ 50].
The features used by our MBOMP predictor are: three types of amino acid composition (standard, bigram and gapped bigram); physicochemical features of the N-terminal sorting region, periodic amphiphilicity scores and position weight matrices (computed from BBOMP structures) to model transmembrane β-strands and 2-strand ββ-hairpins.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com