Sentence examples for mixture component of from inspiring English sources

Given mean vector of a mixture component of a GMM, the MLLR estimates a new mean vector as (1).

In the first stage, mean vectors based on maximum likelihood (ML) criterion are computed for each mixture component of the SI model.

The parameter estimates corresponding to each mixture component of a gene sub-network offered information on the expression and co-expression patterns.

These comparisons allowed the assessment of the impact of the mixture component of the algorithm on the computational time and inferred edges.

The parameter estimates of each mixture component of a gene sub-network were used as indicators of the gene expression level (mean or μ ), variation (variance or diagonals of Σ), and co-variation between genes (co-variance or off-diagonals of Σ).

One set of methods approximates the mixture components of the predictive and filtering distributions as Gaussian.

The parameters A and b are shared among all the mixture components of a GMM.

Therefore, the number of mixture components of the GMM was set to four, which obtained the best performance.

Then, we randomly generate M vectors from each normal distribution, with mean μ k and identity covariance matrix, to form the mixture components of each state.

Each context j∈{1, 2, 3} has a countably infinite number of mixture components, of which K are occupied.

This is particularly the case for karst aquifers, where groundwater samples may comprise a mixture; components of a complex flow system that combines flow from conduit, fracture, and matrix porosity, each with different ages (Long and Putnam 2006).