Exact(4)
Finally, inference enables to automate behavioral patterns configuration from real or simulated data.
Bayesian inference enables us to make a direct statement about this probability, rather than accepting or rejecting a point hypothesis with an assumed significance level.
The integration of these two components, coupled with efficient variational inference, enables the selection of networks as well as correlated network nodes in the selected networks.
The authors present a good example of how knowledge discovery through inference enables the identification of a connection (until then undefined) between a drug approved for the treatment of hypertension and a connective tissue disorder.
Similar(56)
We would surely think it peculiar if someone said of a formal proof: "The reasons for the proven theorem are provided by the axioms it presupposes and not by the rules of inference enabling proof".
The use model-based statistical inferences enabled relatively precise estimates of the mean AGB at the landscape scale to be obtained with a fairly low-density of 1/4 returns per m2, with less than 10% standard error (SE).
These three patterns (A: Drugs, B: Genes, C: Diseases) based AC inferences enable us to find novel relationships between drugs and diseases which can be also called drug repositioning.
Pre-computation inference database enables efficient on-line learning and maintenance decision-making.
This demonstrates that data integration can improve inference, and enables analysis of the effect of each normalisation technique.
The Bayesian inference framework enables natural incorporation of additional information, which we suggest may be combined with the weak evidence provided by underpowered experiments to increase the overall statistical power.
The probe-level expression data requires less inference and enables researchers to reanalyze results with the latest mappings of probes to annotation resources such as RefSeq [ 3].
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Justyna Jupowicz-Kozak
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