Sentence examples for alleviate sampling from inspiring English sources

In order to alleviate sampling bias, Pro-CLARA repeats the sampling and the clustering process a pre-defined number of times, q, and subsequently selects as the final clustering result the set of medoids with the maximal f (V).

Although NGS approaches have significantly increased the potential of using DNA information in biodiversity analysis, robust methods are needed to provide reliable data and alleviate sample-processing bottlenecks.

In contrast to previous methods, CNVhac takes into account all three factors by proper modeling of cross-hybridization, smoothing genomic waves and alleviating sample batch dependence of parameter estimation, thus significantly improving the accuracy of CNV detection.

Second, it fills this substantial gap using well designed, large, nationally representative samples, alleviating sampling bias and other methodological concerns.

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.

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

Thus, it has been suggested that combination of templates from different levels of MNase digestion may alleviate biased sampling of mononucleosome populations [ 58].

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

We explored the possibility of pooling datasets, which should alleviate small sample size related problems, and increase robustness.

The assumption that gain and loss rates are equal in all sites is alleviated by sampling for each site the loss gain rate ratio from a uniform distribution.