Sentence examples for mutual information useful from inspiring English sources

We present a new sample-based approximation for mutual information useful in mobile robotics.

The results suggested that our proposed methods, especially the CRF method with mutual information, are useful.

Several studies have shown that such mutual information is useful for identifying contact residues in interacting proteins.

In genetic association studies, mutual information is useful for quantifying how much of a phenotype can be explained by genetic variants.

Mutual information is a useful indicator of phase transitions.

These results indicate that a change in mutual information provides a useful detection criterion when no other signature of the attack is available.

Mutual information is used as payoff function.

Entropy is commonly used in information theory to measure the uncertainty of random variables [ 12, 13], and information gain or mutual information has been shown useful to represent association strengths [ 17– 17].

We perform computational experiments, and the results suggest that the CRF-based method using mutual information and labels with the lasso is useful.

The results suggest that our CRF-based method using mutual information and labels with the lasso is useful for further improving the performance, especially provided that the features of CRF are successfully reduced by the lasso approach.

Mutual information based approaches are most useful for large-scale network inference.