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The key objective is to satisfy an algorithm claiming to be efficient in large size image processing includ enhanced processing efficiency, finding correlation among data, and extracting continuous features.
Then software takes over the task of finding correlation, and a step beyond that companies may turn to prediction capabilities that will tune themselves.
Linguistic variables and equivalent triangular fuzzy numbers (Table 2) are used for finding correlation, if any, between the lean attributes.
As described in the section 2.1 and 2.2 analytical hierarchy process (AHP) and the frequency ratio (FR) methods were applied on the causal factors and the factor classes for assigning weightages of influence and the frequency ratio for finding correlation with the prevailing landslide conditions of the study area.
Omberg et al. use higher-order singular value decomposition on DNA microarray data, obtaining the core tensor of eigenarrays × x-eigengenes × y-eigengenes and finding correlation between genomes in the subtensors of the core tensor [ 16].
Not finding correlation between education and preferred role in medical decision making could be a cohort effect as elderly is not so well educated as younger in Sweden and the study was too small to show any significances.
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Ongoing research projects include finding correlations between intraoperative neurophysiologic data and post-operative outcomes, and validation of new neuromonitoring techniques.
Technically, data mining is the process of finding correlations or patterns among dozens of fields in large relational databases.
By using that quirk and enough chunks of memory, the IBM researchers have shown that they can perform machine-learning tasks like finding correlations in unknown data streams.
But sheer mimicry breaks down when one gives a machine new tasks, and, as I explained a few weeks ago, Big Data approaches tend to excel at finding correlations without necessarily being able to induce the rules of the game.
For comparison, we calculated spring frost timing correlations with indices of the PNA, North Atlantic Oscillation, Atlantic Multidecadal Oscillation and Southern Oscillation, finding correlations smaller than the circulation indices presented above with patchy statistical significance (Supplementary Table 1).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com