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We also look into various normalization methods and introduce the use of the Gaussianized rank-norm for the PLDA.
Here we describe the difference between feature selection and feature extraction methods, and introduce the taxonomy of feature selection methods as well as the characteristics of each method.
In this work, we aimed to advance recently emerging data-driven gating methods and introduce a new strategy for optimizing the four-dimensional data based on information contained in that data.
In the present paper, we show that these schemes represent special cases of a more general class of methods, and introduce several new algorithms in this class that offer practical advantages over all previously described methods for a wide range of problem parameters.
To this end, we use comparative methods and introduce a new pipeline for applying a wide range of analyses of gene family evolution.
On an international level, there has been an effort to increase cooperation of the existing registries in order to standardize methods and introduce common definitions of terms used in registry settings, as well as to encourage registry work where none existed before.
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The experimental results show that the prototype of the model can be effective against all attack methods, and introduces a performance cost of only 2%.
The chapter first outlines conventional repair methods and introduces the alternative of bonded FRP laminates, discussing the key issue of surface preparation for durability.
EdgeR integrated three existing methods and introduced two novel methods based on MA-plots to detect and visualise gene expression difference, whereas DEGseq used empirical Bayes methods to moderate the degree of overdispersion across transcripts, improving the reliability of inference.
It was through this combination of target prescription accompanied by educational methods and introducing a price-reference system that Germany was able to activate a relatively cheaper generic drug market [ 24, 25].
In Section 3, we describe the scalarization method and introduce a scalarized system of nonsmooth quasi-variational inequality problems.
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CEO of Professional Science Editing for Scientists @ prosciediting.com