Sentence examples for sparse determination from inspiring English sources

However, there are computational challenges when dealing with this issue: sparse determination of sampling rate, and short periods of data collection for microarray experiments (Bar-Joseph, 2004).

The C data alone were too sparse for structure determination, so additional structural constraints (NOEs, J-coupling constants, H H, and C H RDCs) were determined.

Within the two study populations of blunt and penetrating trauma, subjects were allocated to two groups for pharmacokinetic analysis, one group to frequent blood sampling and another to sparse blood sampling for determination of FVII coagulant activity assay.

Their determination was cheered by sparse crowds from the start in Charleroi on a chilly and overcast day.

Specifically, in case of predicting fish freshness, the sparse group Lasso regression had a determination coefficient R2 of 0.790 with 493 EEM variables while the standard PLS regression had R2 of 0.748 using all 1054 EEM variables.

Wipf and Nagarajan (2008) proposed an algorithm that finds the solution of the sparse regression problem using automatic relevance determination (ARD) (7) where the hyper-parameter matrix Γ is a diagonal matrix with positive or zero entries along the diagonal.

In contrast to the situation in poplars, knowledge of sex determination mechanisms in willows is sparse.

The sparse priors amount to an automatic relevance determination (ARD) mechanism embedded in the GP model in that the estimated relevance parameters for genes not under DosR control are encouraged to be close to zero [ 22].

Final determination of a spin location based on sparse grid sites spread over a macromolecule requires having approximate coordinates of at least one site.

An automatic relevance determination (ARD) scheme [7 9] is developed to determine relevant bases for sparse representation.

Compared to other retinal cell types, data supporting the relationships among genes essential for bipolar cells specification and differentiation are relatively sparse; however, the genes with key regulatory roles in bipolar cells determination and differentiation are summarized in Figure 5.