The actions belong to a predefined set A. Without loss of generality, A includes all possible actions from all states at all times.
The next step will be to combine different sources of knowledge (e.g. predefined set of structural static patterns like MACCS keys (Molecular ACCess System) or patterns mined by human experts) and merge the resulting knowledge into a single SOHN.
Given L and a predefined set S of proteins of interest (e.g., those interacting with B. anthracis), we used GSEA to determine whether the proteins contained in S are randomly distributed throughout L or concentrated at the top.
Here, the user specifies input sequences and a predefined set of properties to be computed.
In this model, neurons everywhere across a cortical area make clustered axonal projections to a static, predefined set of patch locations.
The predefined set of criteria can be modified when the audit team agrees that it is very unlikely for some small hospitals like Hospital NY to achieve.
The microarray data was analyzed by performing a Gene Set Enrichment Analysis (GSEA), which determines whether a predefined set of genes shows statistically significant differences between two biological conditions (Subramanian et al., 2005), applying a false discovery rate of 25%.
The functional form for CSS was determined using fractional polynomials, by considering powers from the standard predefined set {−2, −1, −0.5, 0, 0.5, 1, 2, 3} and modelling the most appropriate relationship between CSS and the (log) relative hazard.
When determining the SAPS III score, the SAPS III model requires each patient to be assigned one or several reasons for his or her ICU admission from among a predefined set [ 28].
Then, an enrichment score measuring the extent to which a predefined set of genes (e.g., genes in a specific KEGG for Kyoto Encyclopedia of Genes and Genomes category) clustered at the top or the bottom of the ranks is calculated for each gene set.
