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We show that this method can compete with the state of the art techniques, and significantly reduces the number of search steps relative to many recent methods.
Many recent methods to account for population structure and covariates are based on linear mixed models (LMMs), which are primarily designed for quantitative traits.
Many recent methods attempt to capture spatial information by incorporating absolute image location features.
In order to further decrease the transferred feature scale, many recent methods try to compress the extracted moderate features on the mobile device.
Many recent methods strive to relieve some of this bias by introducing penalties with flatter tails, so that large coefficients are only minimally shrunk (see Fig. 2).
Many recent methods developed for rare and common variant analysis have been geared toward determining the optimal weights for the different variants.
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Furthermore, many recent stochastic optimization methods handle the size optimization only, the potential saving from which is highly limited, when compared to the most sophisticated, and obviously the most challenging scenario, simultaneous topology, shape and size (TSS) optimization.
Many recent acetylation prediction methods were proposed to analyze Nε-acetylation, such as PAIL[ 5] and PredMod [ 6].
2 Despite many recent advances, novel methods for the synthesis of highly functionalized pyridines in a selective and high yielding manner from accessible starting materials remains an important goal within the synthetic community.
Inspired by the excellent monographs [1, 2], the existence of periodic solutions and homoclinic solutions for second-order Hamiltonian systems have been intensively studied in many recent papers via variational methods; see [3 30] and references therein.
It is important to note that, although the multi-resolution analysis may prove useful, many recent, state-of-the-art methods rely on a simple framewise DFT analysis.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com