However, the high dimensionality and sparsity of scATAC-seq data often complicate the analysis.
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The police were palpably disappointed at the sparsity of my knowledge respecting her.
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The first thing to hit you about these 28 paintings is, paradoxically, their sparsity.
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Different simulations are carried out to evaluate the improvement by introducing sparsity constraint to PCA.
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First, each high-thickness subject image is reconstructed to be isotropic by the patch-based sparsity learning.
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Another conundrum is the sparsity of the product webpage.
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Methods: Our technique integrates the magnitude difference image into the CS reconstruction to promote subtraction sparsity.
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Her smile was almost pitying in its sparsity.
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Moreover, with the help of a mixed sparsity-regularization, better preservation of soft-tissue structures can be potentially obtained.
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In this article, we propose a novel feature selection approach via explicitly addressing the long-standing subspace sparsity issue.
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By combining an alternating regression approach together with a lasso penalty, we induce sparsity in the canonical vectors.
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The sparsity of the population, the extent of the country, and its poverty, made a royal establishment impossible.
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We used three functional connectivity metrics that describe different features of these voxel-by-voxel mappings: goodness-of-fit, sparsity and pattern deformation.
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The sparsity of CNS-related genes associated with MS suggests that epigenetic changes in the CNS may play a role.
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Greater sparsity could result in a more efficient and compact coding system that might alter behavioural performance on spatial tasks.
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This motivates a need for statistical methods capable of making inferences regarding Boolean functions under conditions of noise and sparsity.