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Lower values of ρmax allow better CCI mitigation; however, it is more difficult to find the set of users not violating the maximal correlation condition, and therefore, fewer users are able to share common resources.
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To directly contrast the strength of this relationship between the two real stimulation conditions we compared the correlation coefficients from the voxel showing maximal correlation in each case.
Consequently, S2GCA can find the directions which make not only maximal correlation between the paired data but also maximal separability of the labeled data.
establish Morlet wavelet dictionary; find optimal Morlet wavelet using correlation filtering based on maximal correlation coefficient criterion; construct cyclic Morlet wavelet given by (10) obtained in step 2; find cyclic period using CMWCF based on maximal correlation coefficient criterion.
Figure 3(c) gives the waveform of the correlation value which is the result of correlation filtering, in which the maximal correlation value is marked.
CCA rotates two distributions of points so as to align them for maximal correlation.
Functional voxels were color-coded according to the phase lag giving maximal correlation (Fig. 1B).
As this value is relatively close to the maximal possible correlation (81% of the maximal correlation), this indicates that the difference pattern is the major component encoded by the neurons.
We start with phase classification, assigning each gene a phase based on maximal correlation to an ideal cosine curve.
We found that, in general, the cross-correlation functions estimated from our simulations exhibited maximal correlation at zero-lag.
Therefore, path ranking is identifying the top K pathways of maximal correlation through the metabolic network.
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