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We demonstrate how order-theoretic abstractions can be useful in identifying, formalizing, and exploiting relationships between seemingly dissimilar AI algorithms that perform computations on partially-ordered sets.
Multi-variable imputation techniques calculate missing samples using data of more than one variable, exploiting relationships between different variables that manifest themselves in the data [e.g., NO2 versus O3 presence (Lee et al. 2002; Haagen-Smit et al. 1953)].
The model infers HI probabilities by exploiting relationships between previously observed HI and systems-level gene properties.
The method relies on exploiting relationships between individuals assuming that close relatives share longer haplotypes while distant relatives share shorter haplotypes.
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This is achieved by exploiting relationship between the residual energy of bottleneck nodes present on a path and the total energy consumed along the path.
However, it is still possible to exploit relationships between multiple camera views using multi-view AAMs [43, 44], as shown in [30].
Which in turn will allow to exploit relationships between responses, as, for instance, highlighted by a loading-loading plot, where all responses are simultaneously represented.
The core constraint exploits relationships between profile columns, prohibiting insertions or deletions within blocks, rather than pursuing improvements through refinement of the column scoring function.
Resellers can extract value from buyers by bundling products and exploiting complementary relationships between them, as Apple has with its iTunes-iPod combination.
ANNs are known to be universal function approximators and are capable of exploiting nonlinear relationships between variables.
In both the semi-supervised and transfer learning algorithms, integration of labeled and "auxiliary" data is accomplished by exploiting the relationships between documents and words encoded in the bipartite graph model.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com