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In addition, this approach normalized variations in annotation practice of public databases as each molecular function term became always annotated beyond that to its biological process and cellular component; making the annotation more consistent and more robust.
In the analysis in Figure 5C, we normalized variations of NLIs for ERK staining by the NLIs for the cell staining by the following equation, because the NLI for cell staining was also affected by these parameters.
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Normalized variation indicates sensitivity.
Moreover, the output variable is defined as being the normalized variation of the tip speed ratio, i.e., y t = Δ λ ¯ t = Δ λ λ ¯.
Within the unsupervised CWS system, Magistry and Sagot (2012) have proposed a state-of-the-art unsupervised segmentation algorithm, based on an autonomy measure computed from a normalized variation of branching entropy (NVBE).
To simulate the noise effects, white Gaussian noise with increasing normalized variation was added to the original phantom images.
Therefore we use a second measure that considers cluster sizes only, the normalized variation of information (NVI).
To measure the quality of an obtained clustering we use the Fowlkes-Mallows index (FMI, [ 23]) and the normalized variation of information (NVI) score [ 24].
However, they can be approximated using abundant expression datasets, for example utilizing normalized variation among microarray assays between replicates of populations [ 42, 43].
The sensitivity variation analysis and normalized sensitivity variation analysis indicate that the importance of most of the small species and fuel-specific species reactions are enhanced with increasing pressure, especially under rich conditions.
The normalized amplitude variations of loudness in angry mode are expected to be higher because of sudden rise and falls in the utterance.
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