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In other words, we first restore the signal x(l)related to the dictionary Φ(l)by applying a sparse approximation method (SAM) at level l.
Part of the learning process is the selection of these positions, the cancer-related loci, by applying a sparse regularization on the c i − s edges in Figure 1.
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We study the effects of toxicants on the functioning of phototrophic unicellular organism (an algae) in a simple aquatic microcosm by applying a parameter-sparse model.
In this paper, the sequential least squares method to estimate real-time satellite clock offsets with high sample rate is proposed to improve the computational speed by applying an optimized sparse matrix operation to compute the normal equation and using special measures to take full advantage of modern computer power.
The sparse nonlinear system is obtained by applying a Q1 − Q1 Galerkin least squares finite element discretization on two-dimensional unstructured meshes.
The final sparse PCA solution can be selected by applying a model selection criterion.
By applying a shadow mask, a film pattern is generated which contains only sparse, randomly grown nanofibres, which in turn represent a unique 'fingerprint' of the growth area.
By applying a weighting vector that is automatically optimized in the proposed method, the observations at the distorted subbands are adaptively suppressed, leading to a robust sparse reconstruction and DOA estimation performance in the presence of distorted subband signals.
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Finish up by applying a facial moisturizer.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com