Sentence examples for data-driven basis from inspiring English sources

The class membership is unobserved (latent) and determined by the class-specific parameters in a data-driven basis.

Systematic reporting focused on the most severe cases of leptospirosis has the potential for providing a data-driven basis for ministry-level policy development, institution of public health control measures, and quantitative assessment of the global severity of leptospirosis.

IMFs can be considered as data-driven empirical basis functions.

The method proposed in this paper and its outcomes can be helpful in the current urbanisation age as they constitute a data driven basis for reasoning on possible design schemes and urban policies.

We now have the metrics and they can be used as the basis for data-driven change within a region.

Currently, methods are missing that use replicate information as the basis for data-driven error modeling to detect consistent peaks and to statistically infer changes in contact frequencies between different conditions.

It is also a very useful basis for data-driven retrieval in heterogeneous collections of gene expression studies, and meta-analysis in general, as it addresses issues such as inter-platform incommensurability.

Equation (20) is the theoretical basis of the data-driven method: the variance of the WGN is smaller than for the direct method.

Our approach provides a basis for further data-driven and time-resolved analyses of the factors that shape the spatial properties of migrant communities in a city, in addition to the standard macroscopic push-pull description [53].

This procedure was data-driven as there was no theoretical basis for selecting variables used in the model.

The Connectivity Map (CMap; Lamb et al., 2006) described the basis for a data-driven study of drug effect relationships at a genome-wide level.