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To overcome this limitation, in this paper, we incorporate correlation filter trackers with the fully-convolutional Siamese network (SiamFC) to achieve distractor-aware tracking.
Owing to the inherent correlation in the methylation status of nearby CpG sites, there have also been efforts to incorporate correlation structures based on the proximity of CpGs in the context RPMM (Leek et al, 2010).
Most of these techniques rely upon a Bayesian framework (25 – 27 ) and are computationally intensive but more flexible than maximum likelihood based approaches because they can incorporate correlation among diagnostic tests.
While some effort has been made to incorporate correlation among neighboring probes into the test statistics, most methods assign a score to, and test the significance at, each individual probe locus [ 14, 15].
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Splitting up the limiting procedures, (N rightarrowinfty) and continuum limit, allows us to incorporate correlations and finally to work in the more natural function space (L^{2}).
We were able to incorporate correlations between PAH congeners, but we could not do so for other compounds.
The final analyses will use a mixed effects model to incorporate correlations between the observations made by the same physician.
However, in RCT arm-based approaches that correctly incorporate correlations have been shown to be superior to CB methods [ 5].
The weight matrix W provides the ability to incorporate array weights if desired (Ritchie et al., 2006) or to incorporate correlations between samples (Smyth et al., 2005).
During feature ranking using the ROC FS method, we applied an ad hoc cross correlation technique that incorporates correlation information into the ranking procedure so as to avoid the existence of correlated features into the best subset.
Indeed, of the two methods Monte Carlo is the only one capable of incorporating correlation.
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