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Below denotes mutual information (see, e.g., [29]); for notational convenience, we suppress the dependence of the mutual information on the joint distribution.
In Fig. 8 (A), which shows the dependence of mutual information on the intraglomerular transformation shape, we can see two significant features.
The mutual information, on the other hand, grows linearly with the input size.
In addition, we will estimate the local entropy and mutual information on different timescales, based on downsampling of the original time series.
One simple way to assess this is to measure the proportion of the mutual information represented in the tree edges, in comparison to the total mutual information on all pairs of variables.
We assumed that the potential for support from colleagues such as mentoring and mutual information on career opportunities was likely to be associated with membership in a specialist category.
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We further estimate the relevance of these projections to speech discrimination based on mutual information to the target class.
The EXIT chart is based on mutual information to describe the flow of extrinsic information through the SISO constituent decoders, which is originally proposed in [11].
Mutual information, based on information theory, can be a good candidate [19].
The disparity estimation employs normalized mutual information based on adaptive support weighting; the motion compensation utilizes adaptive overlapped block motion compensation.
Examples of this approach include ranking descriptors by their correlation with the target value or by estimates of the mutual information (based on information theory) between each descriptor and the response.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com