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The second formulation above holds if Λ ∈ ℝ n × p is the sparse prototype matrix containing the prototype vectors λ i as columns and Z ∈ ℝ p × l is the sparse factor matrix containing the transposed factors z i T as rows.
The overall model for p biclusters and additive noise is (1) where ϒ ∈ ℝ n × l is additive noise; λ i ∈ ℝ n and z i ∈ ℝ l are the sparse prototype vector and the sparse vector of factors of the i-th bicluster, respectively.
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Since scientific literature on this topic is sparse, a bushing prototype which can provide various combinations of long and short flow passages is designed and built.
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Since literature on this topic is sparse, a controlled bushing prototype which accommodates a combination of long and short flow passages and flow restriction elements is first designed, constructed and instrumented.
Research specifically dealing with conservation issues related to rapid prototypes is sparse [2, 23, 24].
The factual cortical bonding prototype is tremendously sparse.
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□ Prototype software implementing the two LP-based formulations of sparse regression was written using the tools and solvers present in the commercial software MATLAB [ 45].
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In the sparse decomposition, basis vectors ({mathbf {d}_{k} }_{k=1}^{K}) are prototypes of signal segments.
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