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Furthermore, the topics are inferred in a single pass via Equation 6, offering a significant reduction in computational complexity.

Although the labels are inferred in a same manner for both models (content-based and user-centric), they have different strategy of generating documents.

Exons of protein-coding genes are inferred in a first round with Exonerate (Slater and Birney 2005) and then for less well-conserved genes with HMMER (Eddy S; http://hmmer.janelia.org), based on models for all known mtDNA-encoded proteins.

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In Figure 4 we showed that although on average the correct number of ancestries will be inferred, in a high proportion of cases the inferred number of ancestries will be mistaken.

By calibrating the intermixing rates at high temperatures from experimental observations of self-propagating fronts, and inferring the intermixing rates at low and intermediate temperatures from ignition and nanocalorimetry experiments, the dependence of the diffusivity on temperature is inferred in a suitably wide temperature range.

In fact, asymmetries between both lineages can also be inferred in a temporal pattern.

For a range of K values (from 2 to 15), the model parameters were inferred in a Bayesian framework by sampling from their joint posterior distributions using MCMC samplers implemented in the WinBUGS software [30].

While causation cannot be inferred in a cross-sectional study, these data suggest recognition of certain OLPs may be beneficial or detrimental in the setting of chronic HIV infection.

Epistatic regulation cascade path of length more than two can be inferred in a similar manner.

Through grass genome comparison, gene function can be inferred in a poorly studied genome by identifying orthologous chromosomal segments.

Initially, LOH regions were inferred in a small cohort of B-CLL patients using the Cohort Heterozygosity Comparison method.

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