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Therefore, instead of compressing whole feature dimensions altogether, reducing dimension of Fisher Vectors and VLAD by selecting useful dimensions deserves to be investigated.
Although the effect on synovial cell proliferation was not strong, our results demonstrate that it is possible to inhibit synovial cell proliferation by selecting useful affibody clones and by improving transduction efficiency of affibody protein molecules.
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The feasibility and success of these strategies could be improved by involving the target group of the guideline in selecting useful interventions to address the barriers to implementation.
Selecting useful dimensions to examine takes industry knowledge and common sense.
Recently, Wei et al. proposed an architecture termed 'Selective Convolutional Descriptor Aggregation (SCDA)' [13] to select useful convolutional descriptor by feature maps from multiple layers in a CNN, which achieved good performance in both fine-grained retrieval and fine-grained recognition.
We aim to select useful messages by detecting the presence of conversation as an indicator of coordinated citizen action.
This result suggests that our feature reduction approach selected useful features by eliminating the uncorrelated and noisy features.
Consequently, designers can directly select useful linkages from the useful solution region.
More choice means that the burden is now on users to be able to discern and select useful information.
Subsequently it selects useful features via a metaheuristic search.
And don't encourage them by selecting "This ad is useful".
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com