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ANFIS's architecture consists of both ANN and fuzzy logic including linguistic expression of membership functions and if then rules, so it can overcome the limitations of traditional neural network and increase the prediction performance.
The legal status of citizen is essentially the formal expression of membership in a polity that has definite territorial boundaries within which citizens enjoy equal rights and exercise their political agency.
The white coat represents an outdated uniform - an expression of membership in an exclusive (male-dominated) club.
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Depending on the locus, methylated loci may or may not be correlated with gene expression, regardless of membership within a particular methylation pattern.
This does not dictate that proteins and genetic products are one and the same, but rather allows the expression of a membership relation at a much finer semantic resolution such that proteins can be understood as one, but not the sole, kind of gene product (which also includes RNA).
The study derives the analytical expressions of fuzzy membership functions on variables of the multivariate data model by maximizing the over-uncertainties-averaged-log-membership values of data samples around an initial guess.
According to our hypothesis, differential expression of a multi-membership gene may be the effect of different regulation of that gene, by the biological system, at the level of transcription due to its involvement in the activity of more than one biochemical pathways.
Notably, rate of protein evolution (as measured by dN /dS) and overall level of gene expression are not important predictors of membership in the YRV class (fig. 5).
However, the number of collections (groups or clusters) of genes with distinctive pattern, expected gene expression trajectory within collection and probability of membership of each gene to each collection are unknown.
For a whole complex of reasons to do with the natural scratchiness of neighbours, fascism, communism and bad experiences in Parisian cafés, most people are hostile not just to the idea of "ever closer union" that is embedded in the European Union's founding Treaty of Rome, but also to its most tangible expression, membership of the European single currency.
Last week, President Obama called Britain's membership an "expression of the UK's influence and role in the world".
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com