Sentence examples for uses the observed data from inspiring English sources

TEMPI uses the observed data (time-course gene expression data, known PPIs and GOBPs) as the input variables, estimates the output variables based on the probabilistic graphical model describing probabilistic dependencies among the input and output variables, and then infers TDNs using the estimated output variables.

Some data are inherently missing not at random because it is not possible to account for systematic differences between the missing values and the observed values using the observed data.

It computes the likelihood ratio and the p-value (value used to reject or accept the null model) using the observed data.

In other words, missing values do not depend on the missing data, yet can be predicted using the observed data.

Support Vector Regression (SVR), is the methodology by which a function is estimated by using the observed data.

The apparent effect due to the post-seismic vertical displacement was already removed using the observed data by the method mentioned before.

Using the observed data, I fit the Richards function (Table 2) for each DBH class of moso bamboo, as illustrated in Fig. 2.

The algorithm is composed of two steps: E-step: On this step, the missing data are estimated using the observed data and the actual status of the model parameters.

Unfortunately, it is quite difficult to provide direct evidence of the diffusivity using the observed data since we cannot observe wave field under controlled condition in the real field.

a The best-fitting solution for the SLAB case, which is the same as the mean solution for 5000 slip inversions using the observed data with Gaussian noise according to uncertainties.

A major aim of setting up monitoring networks is to predict values of an attribute of interest, such as solar or wind resources, at unobserved locations using the observed data at known locations (Yang et al. 2013).