Sentence examples for inference to reduce from inspiring English sources

This produced a pool of 48 putatively orthologous genes, from which 20 were randomly selected for subsequent phylogenetic inference to reduce computational time (Table  1).

The system has a comprehensive set of inference rules to reduce the number of facts stored in the knowledge-base because a considerable number of facts, which otherwise would have to be stored explicitly, can be derived by rules with some extra effort.

The transductive inference paradigm allows us to reduce the inference error for the given set of unlabeled data, as sparsely labeled pixels are learned by accounting for both labeled and unlabeled information.

The bearing spall propagation was investigated in Ref. [22] where Bayesian inference was applied to reduce prediction uncertainty.

There's also an emerging trend of specialized chips that focus on machine learning or inference, which look to reduce the cost, power consumption or space requirements of machine learning tasks.

The relative ineffectiveness of headphones alone, and perhaps by inference of earplugs, to reduce noise exposure questions the validity of previous conclusions of the ability of earplugs to alter sleep patterns and other clinical outcomes, including delirium [5, 6].

Bayesian inference is then employed to reduce the epistemic uncertainty using element test results.

Here we show that a conscious experience of feeling stiff does not reflect true biomechanical back stiffness, but may rather represent a protective perceptual inference that may serve to reduce movement and re-injury.

Log transformation of the inference scores was applied to reduce heteroscedascity and more closely meet the statistical modeling assumptions.

Phylogenomic inference has been shown to reduce the systematic errors associated with function prediction by homology; integration of structural information (or prediction) improves the accuracy of this approach.

In particular, such inferences can be used to reduce the number of constraint checks required in establishing arc consistency, a fundamental constraint-based reasoning technique.