Sentence examples similar to maximization estimated from inspiring English sources

The M-step (maximization) estimates maximum likelihood parameters θ c for each parametric component f c individually, using the expected memberships as hidden variables that decouple the model.

We used an iterative process where we performed expectation maximization to estimate the missing values using the current learned network, and learn the structure of the network that uses the imputed data.

We use expectation maximization to estimate the parameters for the null and alternative densities.

Data File 2: raw transcript read counts RNA-Sequencing by Expectation Maximization-estimated total counts for all genes in biological replicates of days in vitro (DIV) -8, -4, 0, 1, 7, 16, 21 and 28 samples.

Briefly, the reads were aligned to a transcriptome index generated from Ensembl annotations (v79), using RSEM (RNA-seq by Expectation-Maximization) to estimate the transcript abundances28.

The expectation-maximization method estimates the mixture parameters [37].

Derived from the machine translation literature, an expectation-maximization (EM) estimates the probability distributions linking a set of words and blobs.

Obtained readseq reads were processed by RSEM (RNA-Seq by Expectation-Maximization) to estimate transcript abundances.

For each method, the optimal cut-point is empirically estimated by maximization of objective functions [ 8] using the estimators for SE and SP derived in Antolini and Valsecchi [ 9].

In [24], only the steering vector of the desired signal over the auxiliary array was estimated via maximization output criterion combined with subspace projection.

The broken line regression model indicated optimal dietary Zn level for growth maximization of fish was estimated to be 29.15 mg Zn kg−1 diet.