Sentence examples for as implemented in the framework from inspiring English sources
We present CGO-AS, a generalized ant system (AS) implemented in the framework of cooperative group optimization (CGO), to show the leveraged optimization with a mixed individual and social learning.
To test our hypothesis that slow, spontaneous change in eye position is linked to resting-state fMRI brain activity, the first PCA component of change of position in the X– Y plane recorded during visual fixation was inserted into a general linear model (GLM) of fMRI brain activity as implemented in the framework of SPM8.
We used a multiple linear regression model as implemented in the general linear model framework of SPM.
We use the radial basis function SVM kernel with default parameters as implemented in the scikit-learn framework [ 31], which uses LibSVM [ 32]; it is also possible to specify alternate values for the cost and gamma parameters.
We used this framework, as implemented in the ROSETTA rough set system [28] (http://rosetta.lcb.uu.se), for learning IF-THEN rules associating combinations of local substructures of proteins with particular GO classes.
The geographic variation of haplotypes was quantified using the Analysis of Molecular Variance framework [61] as implemented in the software Arlequin 3.11 [60].
Finally, we adjusted for batch effects (Sentrix ID) using an empirical Bayesian framework [ 23], as implemented in the ComBat function of the R package SVA [ 24].
We used an Approximate Bayesian framework [ 36] as implemented in the Python SeqLib library to obtain the joint posterior distribution for parameters.
We used the empirical Bayes framework procedure ComBat [ 28] as implemented in the R package sva [ 29] to remove batch effects due to different datasets.
Calculations were performed within the framework of density functional theory (DFT) by using plane-wave pseudopotential methods as implemented in the Vienna Ab initio Simulation Package54,55.
