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In case of the dilation group, the normalization 1 a δ ˆ a h has been used.
Normalization 1 has this property built into the formula.
Before normalization (1 000 sequenced clones, see insert in Fig. 1), the percentage of new clusters decreased very rapidly.
Column 2 has spots that are significantly different in intensity after using normalization 1, but before using a log transformation.
First an intra-sample normalization (1. below) on the raw Median Fluorescence Intensity (MFI) signals was performed to allow inter-sample comparisons.
3. Array normalization 1. Apply within-array normalization to single arrays by applying using the MA2C software [ 37, 38] or equivalent within-array normalizations tools.
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The data were then normalized using quantile normalization [57], [58] and passed forward for periodicity determination.
The input files were normalized with full quantile normalization [95].
Note that the un-normalized i-vectors are approximately Gaussianized by length normalization [41].
We define the N2 similarity of two sequences as the inner product of their normalized standardized word neighbourhood count vectors: (3) (4) As a consequence of the normalization, −1≤ N2(S2, S2)≤1, and S1= S2⇒ N2(S1, S2)=1, i.e. equal sequences will always have the maximum pairwise similarity of 1.
If satisfies the normalization (1.1), then (2.18).
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