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Since the interactions between proteins are both nonnegative and sparse, the dataset is quite suitable for the application of NMF.
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In [23], a new principal component analysis method with nonnegative and sparse constraint is proposed, which is called NSPCA: (6).
It is clear that ω is singular at (t=0) and f is both nonnegative and continuous.
The garden and the veranda are both cluttered and sparse, poor and ugly.
The system is both large and sparse.
Goal 2: v contains only objects with sparse oscillating patterns and v shall be both smooth and sparse.
SR2MCC considers both correlation and sparse discrimination among multiple views.
The VC formation process can apply to both dense and sparse networks.
The texture image yields oscillating patterns on a defined scale which are both smooth and sparse.
In this paper, an innovative method called salient-sparse-collaborative tracker (SSCT) is put forward, which exploits both object saliency and sparse representation.
This work proposes a family of greedy algorithms to jointly reconstruct a set of vectors that are (i) nonnegative and (ii) simultaneously sparse with a shared support set.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com