Sentence examples for based on expected maximization from inspiring English sources

We underline the excellent efficiency of approaches proposed and implemented by Bo and co-workers and especially one based on expected maximization (EM_array).

Afterwards, missing values were replaced by a multiple imputation based on expectation maximization (EM) algorithm with the statistical software NORM 2.03 [ 19].

The frequencies of expected haplotypes were estimated by using the statistical methodologies implemented by HPlus software [ 21], which infers haplotypes based on expectation-maximization with a modified progressive ligation computational algorithm.

Essentially PMHT is based on expectation-maximization for handling with association conflicts.

The family of search strategies based on expectation-maximization (EM) looks particularly promising to cope with these new requirements.

Moon et al. [ 19] and Prastawa et al. [ 17] proposed a probabilistic tissue classification method based on expectation and maximization (EM) for segmentation of brain tumors.

We develop an efficient learning algorithm, based on generalized expectation maximization (EM), to optimize a bound on the likelihood termed free energy (Neal and Hinton, 1998).

Haplotype structures and their frequencies were estimated from genotyped data using Haploview http://www.broad.mit.edu/mpg/haploview based on the expectation maximization (EM) algorithm.

Furthermore, we iteratively update the contour prior information based on the expectation-maximization algorithm.

The classification uses Bayesian networks (BN) and the parameterization is based on the expectation-maximization (EM) algorithm.

Microscopic images were analyzed based on the expectation-maximization (EM) algorithm and the Gaussian mixture model (GMM) to distinguish staining cells.