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For this reason, we developed novel methods and update strategies to overcome the arising problems.
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Now, drawing on better survey methods, and updating the poverty line from its original $1 a day (which in any case has actually been $1.08 a day for the past few years, although few people noticed) to $1.25, the Bank has come up with the new figure of 1.4 billion people who are struggling to survive on the smallest of incomes.
On the other hand, a reassessment of the evolutionary relationships of the protein with state-of-the-art methods and updated databases strongly suggests that the protein is indeed a member of the Drug/Metabolite transporter clan.
With the development of better screening methods and updated collections, the potential for discovery of additional nonorthologous complementation pairs will aid in deciphering biological mechanisms that would otherwise be overlooked.
We extended a seminal performance evaluation (Gardy & Brinkman, 2006) of different predictors of either protein global subcellular localization or specific protein features (e.g. α-helices and β-barrels), to include novel methods (and updated versions), and to control some specific parameters of feature-based predictors.
This algorithm trains 10 to 100 times faster than the usual gradient descent back-propagation method and update as follows: x k + 1 = x k − J T J + μI − 1 J T e, Open image in new window (4).
In the revision, we re-did differential analysis using the "per-condition" method and updated all related results accordingly (Tables 1, 2, Figure 2 figure supplement 1-4, Figures 3A, B, and motif analysis, Figure 4 figure supplement 3).
Several improvements in the mathematical formulation and in the numerical methods and an update of the input values (e.g., the thermal profile and gas abundances) with respect to previous models have been incorporated.
We have now added this calculation to the Methods section and updated all appropriate units to degrees of visual angle.
The review focuses on schemes that employ one of two subclasses of fast update methods developed for direct solution approaches, the suboptimal update methods and the sensitivity-based update methods.
The nodes also contain functions, or methods, to draw and update the node.
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