Sentence examples for the problem of imbalance from inspiring English sources

The problem of imbalance determination was addressed by the authors in former papers.

The CR, which was first proposed by Mitola and Maguire [3], is a promising approach to solve the problem of imbalance between the spectrum scarcity and low utilization.

The cognitive radio (CR), which was first proposed by Mitola [1], is a promising approach to solve the problem of imbalance between the spectrum scarcity and low utilization.

Thus, there should be a mechanism to solve the problem of imbalance between the M2M spectrum requirement and the spectrum scarcity.

The problem of imbalances goes much wider than America and China.One necessary task is to assure emerging-market countries that they will not be caught out if they run short of liquidity.

As most security-related measures originate in the developed world, and most costs are borne by exporters from the developing world, this suggests that the security agenda will add further to the problem of imbalances between developed and developing nations.

The problem of imbalanced statistical design and large data sets was addressed with bootstrap resampling procedure.

They created 20 non-random data samples, each sample with 1,000 data points to overcome the problem of imbalanced data.

The problem of imbalanced datasets occurs in many practical classification events where the goal is to detect a rare but important case.

(iv) The numbers of binding and non-binding residues in proteins are significantly unbalanced such that the problem of imbalanced datasets should be considered in enhancing the prediction accuracy.

The numbers of binding and non-binding residues in proteins are highly unbalanced, so a novel scheme is proposed to deal with the problem of imbalanced datasets by downsizing the majority class.