Sentence examples for estimated using the expectation-maximization from inspiring English sources

Thus, they were estimated using the expectation-maximization estimation method.

Haplotype frequencies were estimated using the expectation-maximization approach implemented in the haplo.em function of haplo.stats v1.2.2 [47].

To this end, haplotype frequencies were estimated using the expectation-maximization algorithm [28] yielding all possible haplotypes present in our study population.

Haplotype frequencies were estimated using the expectation-maximization (EM) algorithm and association was evaluated by global and haplotype-specific score statistics [10].

Θ i is estimated using the expectation-maximization algorithm (EM) [ 60].

Haplotype frequencies were estimated using the expectation-maximization (EM) algorithm [ 36] implemented in Haploview 4.1.

Next, the parameters θ of GMM are estimated using the Expectation Maximization algorithm [21].

For the two observation sequences and, the parameters of two GMMs are estimated using the expectation maximization (EM) algorithm [24].

To fit the Gaussians of the mixture model to the corresponding color histogram the parameters are estimated using the expectation maximization (EM) algorithm [24].

Model parameters are iteratively estimated using the expectation maximization (EM) algorithm [35], where the original parameters are refined to increase the likelihood of the estimated model for the observed feature vectors X, such that p ( X | λ ̄ ) ≥ p ( X | λ ).

A total of 133 HLA A-B haplotypes, 118 HLA B-DRB1 haplotypes and 173 HLA A-B-DRB1 haplotypes were estimated using the expectation maximization (EM) algorithm.