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The computational benefit becomes clearly evident.
A comprehensive example demonstrates the computational benefit of our method.
The coarse grid provides additional computational benefit by allowing for larger time steps required by the stability constraint.
However, because we want to determine the displacement field there is no reason or computational benefit to introduce another quantity such as a rotation field.
Furthermore, the wavenumber is decoupled from the boundary integrals, so that only one matrix assembly and solution is needed for the entire frequency range of analysis, which gives significant computational benefit as compared to the conventional boundary element method.
Among the caveats we find are that (i) the utility of network features is not as high in the single enterprise viewpoint as reported in other prior work, (ii) major network events can sharply affect the detection rate, and (iii) the operational (computational) benefit of the pipeline may depend on the efficiency of the final content filter.
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Factored HMMs offer computational benefits when computing the likelihood of data.
We model the recombination probabilities as P(S i j | S i −1 j ≠ S i j ) = 1 − e− l, where l is the genetic distance, in Morgans, between location i and i − 1. Factorial HMMs offer computational benefits when computing the likelihood of data.
Compared to PLSR and PCR, 'BayesB' has a greater potential for exploiting parallel computing, which was not used in this study, therefore the relative computational benefits of PLSR and PCR will diminish as parallel processing becomes cheaper and more common.
Integrating diverse formalisms into modular knowledge representation systems offers increased expressivity, modeling convenience, and computational benefits.
The computational benefits of IBO are illustrated through comparative case studies.
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