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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.
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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.
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.
To this end, we use comparative methods and introduce a new pipeline for applying a wide range of analyses of gene family evolution.
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 this research we have devised algorithm for fuzzy VM selection method and introduced migration control in the selection method.
Macroporous poly vinylene fluoride) (PVdF) separators were prepared by phase inversion method and introduced to a gamma radiation with and without cross-linking agents.
To determine the effects of increasing dosage on the kinetics of the host response to VN1203-WT, we used Multidimensional Scaling (MDS) [ 28, 29] as a visualization method and introduced two new criteria quantifying magnitude and velocity changes in the signature.
Takahashi et al. [8] modified the Mann iteration method (1.4) and introduced the following hybrid projection algorithm: (1.5).
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