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The outcome of a detail review of the substantial algorithms within this field has greatly influenced the direction in which the designed and proposed solutions have taken form.
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No substantial algorithm retraining is required.
Therefore, substantial algorithm development specifically in sleep monitoring is required before it can be used routinely in research studies for this purpose.
Processing times are frequently substantial since search algorithms process millions of potential peptide sequences, especially when protein databases come from a big proteome, even though this requirement is compromised nowadays by taking use of modern computational technologies such as multi-threading and computer clusters.
Instead, given its substantial novelties, our algorithm can be used in addition to other algorithms in order to provide complementary information.
For example, the reporting of sensitivity, specificity and intra-class correlation coefficients may suggest systems perform accurately, when Bland-Altman plots of the same data suggest substantial errors in algorithm counts compared to the manual cough counts for individual subjects [ 8, 9].
Taking into account only a small performance degradation of the AvN Log-MAP algorithm, this substantial reduction in computational effort makes the proposed algorithm attractive for the practical implementation.
Even Google, the champion of algorithms, employs substantial human adjustments to make its search engines perform just right.
Extensive numerical evaluations demonstrate that our algorithms provide substantial computational gains when compared with the state of the art.
Simulation results evidence that our proposed algorithms have substantial performance gains compared to the existing MU-MIMO linear precoding and BD detection.
In contrast, with careful control of the number of unreliable users n and n q being re-examined in both proposed algorithms, a substantial complexity saving is achieved.
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CEO of Professional Science Editing for Scientists @ prosciediting.com