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The high sensitivity is achieved by conducting absorption measurements in the NIR region where background interference from the biological matrix is low.
For example, prior knowledge regarding the linear correlation of the data may suggest that the requested matrix is low rank.
However, by adequately sampling the parameter space, a good performance can be achieved as long as the mutual coherence among the columns of the measurement matrix is low enough to permit the sparse signal reconstruction.
The periphery of this matrix is low in PG but Gruber's stain shows it is positive for collagen staining.
Although comparing variance components and thus heritabilities is fraught with issues because of high standard errors, examination of Table 3 shows that the proportion of variation accounted for by the additive genomic relationship matrix is low relative to the entry-mean broad-sense heritability in most cases.
Furthermore, these approaches cannot reduce the dependence on the number of individuals studied to a linear time; rather they can at best reduce it to a quadratic one (Chen et al., 2013; Oualkacha et al., 2013) even when the similarity matrix is low rank.
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The standard matrix completion techniques for recovering the user-item preference matrix assume that the true underlying matrix is low-rank.
The most common assumption is that the matrix is low-rank, i.e. M = WH T, where W ∈ ℝ N g × k and H ∈ ℝ N d × k are of rank k ≪ m, n.
The study revealed that the original Benveniste's interpretation of the Mori–Tanaka scheme led to the most accurate first order moments and intra-matrix second order moments, provided that the mechanical properties contrast between the particles and the matrix are low.
The content of detrital grains in the sandy-debris-flow sandstones is high, whereas the contents of mica sheets and matrix are low.
The FST value between Subclades III and IV of the 'pseudoharzianum matrix' was low (0.17) which may indicate that some genetic exchange still occurs between their strains.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com