Sentence examples for sophisticated inference from inspiring English sources

Generally speaking these approaches rely on sophisticated inference methods to combine different sources of information to reconstruct the network.

However, for this simple case sophisticated inference algorithms are unnecessary.

Instead, GenMiR++ considers all other predicted miRNA regulators of the mRNA using sophisticated inference algorithms [ 19].

As with any sophisticated inference method, there are ways to tweak Beagle's settings to achieve better speed, but all of them would reduce imputation accuracy.

8 II) Utilizing sophisticated network inference methods such as network diffusion.

More sophisticated network inference methods are generally much more susceptible to noise and heterogeneity between data sets.

Chemistry is a subtle science, requiring sophisticated chains of inference in order to make reliable conclusions about the invisibly small details of molecular architecture.

As it develops expertise, the circuitry for reading in the brain becomes both "smaller" in its streamlined regions, and also "larger" — that is, more widely activated — in those regions engaged in sophisticated thinking, like inference, critical analysis, and insight.

This problem is not unique to ABC, but equally applies to other sophisticated approaches of inference, such as coalescent-based genealogy samplers (Kuhner 2009).

The enormous increase in complexity of the underlying models, due to present developments in medicine and biology, for instance in the areas of personalized medicine or systems biology, increases also the need for more sophisticated model-based inference methods.

Further studies based on larger genome arrangement data sets and more sophisticated methods of inference are expected to confirm the potential of mt genome arrangements as phylogenetic markers, as well as their performance and levels of homoplasy.