Sentence examples for alleviate the sampling from inspiring English sources

Here, we take advantage of the sparsity of the spectrum to alleviate the sampling burden.

For current CRNs, the CS has been used to alleviate the sampling bottleneck, which aims at decreasing the sampling rates for the acquisition of compressible signals[13, 14].

To alleviate the sampling bottleneck, a promising alternative for this type of sparse signals is the use of sub-Nyquist sampling techniques.

With this cumulative hidden layer, our model is learnt indirectly using faces with neighbouring ages and thus alleviate the sample imbalance problem.

Here, we explore if the simulation of complex ecological experiments including stochasticity-induced variation can aid in alleviating the sample size limitation of empirical studies.

This indicates that CNVhac alleviates the sample batch dependence of CNV calling to a certain extent.

Compared to one popular CNV detection method known as Birdsuite [ 5, 13], CNVhac, indeed, alleviates the sample dependence of CNV calling more effectively.

To alleviate the finite sample effects, the forward backward averaging technique is introduced to enhance system performance.

These ensemble techniques have the advantage to alleviate the small sample size problem by averaging and incorporating over multiple classification models to reduce the potential for overfitting the training data   [ 16].

Statistical analyses of data can alleviate the need for extensive sampling and chemical analyses of tailings to perform risk assessment on contaminant release.

The use of paired samples alleviate the bias associated with interindividual variation; for example, comparison of expression profile of tumours prior to and following systemic chemotherapy allowed the identification of differentially expressed genes correlated with chemoresistance in ovarian carcinomas.