Sentence examples for integrate correlation from inspiring English sources
Non-probabilistic methods, developed in the field of robust optimization were shown to have advantages over classical stochastic methods in several aspects such as: tractability, non-necessity of full probabilistic information, and the ability to integrate correlation of uncertain variables without adding complexity.
Using all gene pairs we obtain the integrated correlation score, an overall measurement of agreement between the two studies.
Pournara and Wernisch (2008) [ 6] extend the Bayesian factor analysis approach for reconstructing TFAs and connections by integrating correlation between time points.
The requirements for the event correlation raise two challenges: to seamlessly integrate event correlation services with other services and applications; and to provide reliable event management with minimal delay.
In the current analysis, we integrate metabolite correlation data with publicly available gene-coexpression data to obtain insights on the relationship between metabolites and gene regulations.
GDL integrates the correlation structures among genetic markers and traits simultaneously.
We modelled the E. coli datasets by using the ensemble approach integrating both correlation and ratio procedures as described above.
In the following section, we attempt to integrate the spatial correlation definition presented above with the wavefield decomposition using a spherical antenna array.
We sought to integrate the expression correlation data into a network, in which nodes represent genes and edges connect pairs of genes whose expression levels are correlated across a given set of experiments.
We are interested in studying the relationship between gene expression patterns and projection target correlations by integrating those two correlation matrices.
Here, we inspired from RotBoost technique and suggest a two-stage ensemble learning methodology by integrating fast correlation-based filter feature selection and independent component analysis- (ICA-) based RotBoost ensemble classification.
