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The relations between entities which associate with properties (or contexts) such as experimental conditions and references were separated out as individual classes, and were placed under Interaction; otherwise, they were presented as object properties.
After a month or so of that, I decided I had to chase down some kind of social interaction, otherwise I'd have ended up buying a pillow partner and wasting the rest of my life on Omegle.
A pair of proteins is a positive case if it is manually labeled as an interaction; otherwise, it is a negative case.
If sign(F (s ∗, l ∗)) is 1, we predicted a positive interaction, otherwise we predicted a negative interaction (sign is the sign function, return −1 and 1).
We can write interaction test by function Interaction_test e1, e2, q, α i ), which outputs one if given example (e1, e2, q) has the three-way interaction; otherwise zero.
Similar(55)
Such a path has to respect the sense of the interactions (otherwise the component is not strongly but weakly connected).
Where possible, protonation of His residues at the ε- or δ-nitrogen atoms was based on optimal hydrogen bonding interactions; otherwise a default of His-δ was assumed.
To relax the acyclic constraint, we developed a post-BN learning graph search method, which successfully recovered some known interactions otherwise missed (Supplementary information, Methods S1, Notes S18 and S19).
Length-matched no-site controls were required for this analysis because longer 3′ UTRs had a greater chance of containing additional sites to at least one of the many miRNAs that were knocked down, and thus had a greater chance of being derepressed as a result of interactions otherwise not considered in the analysis.
In proposing that neuroendocrine-microbiota interactions, otherwise known as microbial endocrinology, serve as a mechanism by which the host communicates with the microbiota in a bi-directional manner, it would be expected that a dramatic change in host neurophysiology would be detected by the microbiota that then would respond accordingly.
For simplicity we have also assumed that the only difference between the long-range links and the local links is in the topology of interactions; otherwise the long range links are treated the same as short-range links, in terms of reduction of contacts in response to infection and their contribution to the individual well-being.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com