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Then Λ2 is called s-compatible to Λ1 if there exist some rule Λ3 such that L v 2 ′ = L v 2 + L v 3 and L v = L v 1 + L v 2 ′. Figure 3B depicts two such ways that realize the same optimal solution L v. Sparsification prunes any such multiple computations of the same optimal value.
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πSVM [28] is a software implementation which enables distributed SVM calculations over multiple computation nodes of a computer cluster, which facilitates training SVM models on large datasets.
Some researchers have adopted multiple a priori computations of the model order, up to a predefined maximum order M, to select the order that gives the minimum fitting error (Costa and Hengstler 2011).
Based on the designed PRE-HUI-MOD algorithm, it is unnecessary to rescan original database until the accumulative total utility of the modified transactions achieves the designed safety bound, which can greatly reduce the computations of multiple database scans when compared to the batch-mode approaches.
9 Finally, it should be noted that the level of significance was set to 10% in the computations of the multiple logistic regression models of non-adherence and non-response to treatment.
However, MapReduce is notoriously inefficient for iterative algorithms where the intermediate results are reused across multiple rounds of computations.
In order to calibrate the channel model, the algorithm requires multiple iterative computations, so large amount of energy is consumed.
The application also provides a way to simultaneously perform multiple pileup computations on several lists of single nucleotide positions and corresponding NGS data files.
A conjunction analysis was therefore performed on contrasts of multiple versus single meaning priming to uncover specific and robust brain activation linked to the computation of multiple meanings in the absence of strong competition/inhibition demands (Conjunction 1).
Ptolemy II advocates a component-based design methodology, and hierarchically integrates multiple models of computation, which can be used to capture different design perspectives.
In addition, it uses the SIFT (Scale Invariant Feature Transformation) descriptor (Lowe 2004) for feature extraction, which have good invariance properties but require multiple layers of computation for each spatial scale, and thus is time consuming.
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CEO of Professional Science Editing for Scientists @ prosciediting.com