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This article was submitted to Nature Methods by a commercial organization and has not been peer reviewed.
Specifically, discriminative NMF outperforms standard methods by a large margin in improving signal-to-noise ratio for reconstructing signals.
We show that our message passing technique outperforms the reference methods by a considerable margin.
The experimental results on both segmented and unsegmented human action recognition datasets show that CNRF boosts the performance over the comparison methods by a large margin.
Our approach supplements the known interpolation methods by a simple technique that does not involve complicated cascaded circuit topologies and whose numerical convergence is proven.
The nonlinearly damped Duffing equation has been studied using a variety of approximation and numerical methods by a number of authors.
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At last, we illustrate basic ideas of our methods by an example.
Design: Prospective; test-retest method by a pair of trained physical therapists.
Our proposed method outperforms the conventional method by a considerable margin.
Testing by simulations of this proposed method by a radar image yielded good results.
Figure 15 directly shows the effectiveness of the proposed method by a graphic chart.
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CEO of Professional Science Editing for Scientists @ prosciediting.com