Sentence examples for challenges of estimating from inspiring English sources

We acknowledge that any of the advanced SMC techniques that mitigate the challenges of estimating constant parameters (e.g., parameter smoothing [29, 46, 47] or nested SMC methods [30, 31]) can only improve the accuracy of the proposed SMC methods.

Beyond the challenges of estimating class imbalance, such techniques commonly generate diverse pools of classifiers by selecting balanced training data, limiting the potential diversity produced using the abundant non-target data.

This study shows that estimates of recovery of highly disturbed lake systems can be made in the absence of within lake reference conditions by using comparisons to reference systems and challenges of estimating ages from atypical 210Pb activity profiles can be overcome in part using event-based dating techniques.

Recently, different approaches have been proposed and utilized in addressing the challenges of estimating personal exposure to air pollution.

The model assumes no active basolateral efflux due to challenges of estimating this activity, although it has been described for at least rosuvastatin.

The Doctor's Dilemma "Quite separate from the challenge of estimating survival accurately, physicians may also find the process of disclosing the prognosis to their patients difficult," wrote Dr. Elizabeth B. Lamont and Dr. Nicholas A. Christakis in The Journal of the American Medical Association in July 2003.

To meet the challenge of estimating spatially varying groundwater recharge (GR), increasing attention has been given to the use of vadose zone models (VZMs).

In poorly instrumented areas, rainfall records are often absent or short, compounding the statistical challenge of estimating extreme rainfall characteristics and designing flood control structures.

However the inclusion of more complicated mathematical representations and, specifically, more parameters, can be expected to increase the challenge of estimating the parameters of any new framework formulation and decrease its general applicability.

The challenge of estimating the effect of wireless network events involves calculating the difference between (1) the expected system behavior under normal conditions and (2) the real behavior observed during the network event.

Of course, in practice, there is the added challenge of estimating the class centroids and covariance matrix.