Exact(3)
As discussed earlier, the system needs some domain knowledge to function, namely 1) the entities of the domain, 2) the names of the entities, 3) the types of the entities and relations, 4) example relation instances and 5) as much other relational information on entities as possible.
Using type information on relations and entities, the system learns from given example relation instances which patterns represent which of these relations by analyzing how well the instances of an observed textual pattern match the given instances of individual relations.
As described, this is accomplished by specificying their respective spectra, S, S, and S, and using the example relation obtained by applying the discrete-time analog to the Wiener-Khintchine theorem [ 13]: (3) r τ = Δ ∫ − f N f N S θ (f ) e i 2 π f τ Δ d f.
Similar(56)
In 1979, for example, relations between Jews and blacks were at a nadir of sorts, nationally and in New Rochelle.
Fig. 4 Example relations.
If the detection function is a sum over all bands, for example, relations between the frequency bands are accounted for, but only in a very limited way.
For example, relations among actors in a social network must be deterministic in nature, meaning that given a set of actors with definitive properties, a model should be able to replicate same relations every time.
For example, relations between soil organisms often involve ecosystem engineering activities [35], exchanges of signal molecules [see for example 36], and relations mediated through the recycling of nutrients [37], [38].
For example, relations between concepts are explicitly defined only in one direction, to minimize the possibility for inconsistencies and to ease maintenance.
As an example, relations whose importance varies are frequently assigned to biological data to capture the relevance of co-occurrences identified by text mining, sequence or structural similarities between proteins or co-expression of genes [ 23, 60].
Example relations within the Pathway Tools schema include the attributes product (which links a gene to its product protein or RNA) and reaction-list (which links a pathway to its component reactions).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com