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Even more, some key measurements as metal grades and particle size are usually sparsely obtained with complex procedures involving sampling handling and correlations methods.
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In holistic representation, the candidates are represented sparsely to obtain the total reconstruction error.
With the proposed methods, it is also shown that we can obtain sparsely adapted model with no loss of phone recognition performance compared with MAP adaptation.
To obtain sparsely updated SA models, we replace the L 2 norm-based constraint with an L 1 norm-based constraint.
Our experiments show that the adapted components of mean vectors are evenly distributed in all dimensions, and we can obtain sparsely adapted models with no loss of phone recognition performance from the proposed method compared with MAP adaptation.
We checked all sampling points, different values of ω, and adjusted κ in a way to obtain sparsely connected networks, which in their connectivity resemble their topological counterpart.
By using such transform and the orthonormal wavelet, a new geometric separation dictionary is obtained which can sparsely represent points and curviline singularities, respectively.
To study the performance of different classification algorithms on a sparsely labeled network, we show results obtained by using 10% nodes for training and the left 90% nodes for testing.
Moreover, the linear forecasts based on a simple-to-implement 'average' (or 'subsampled') estimator obtained by averaging standard sparsely sampled realized volatility measures generally perform on par with the best alternative robust measures.
For each UTM square, the frequency of occurrence was calculated of four land cover variables (woodland, irrigated land, sparsely vegetated areas and scrubland) — which were obtained from the CORINE Land Use/Land Cover database [52] — at a spatial resolution of 250×250 m (Table 1).
A similar result was obtained at 4 h in sparsely but not densely plated cells.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com