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Results: We introduce a probabilistic approach for domain prediction that models "directional" domain context.
We use Jackson's context diagrams to represent both business and IT domain context.
The methodology involves several models (i.e., task, process, workflow, domain, context of use) and steps.
Finally, we perform extensive evaluation of domain context methods and demonstrate that incorporating context increases the number of domain predictions by ∼ 15%, with our approach dPUC2 (Domain Prediction Using Context) outperforming all competing approaches.
We observed that the atomic distance between the N and C terminus of an insert is significantly smaller when compared to the N-to-C distance in a parent context or a single domain context.
To face this challenge, we propose a COLLaborative ConText Aware Service Oriented Architecture (COLLECT), which facilitates both the integration of IoT heterogeneous domain context data — through the use of a light message broker — and easy data delivery among several agents and collaborative participants in the system — making use of an enterprise service bus —.
Similar(29)
They are also found in diverse domain contexts and occur in a variety of oligomeric states (Table S2).
We have examined the domain contexts of length-deviant domain superfamilies to examine the 'social nature' of such domains and their ability to associate with diverse domain neighbors.
We attempted a correlation of the observed length variations with domain contexts and nature of domain associations for each length-deviant and length-rigid domain superfamily.
Thus their occurrence in dissimilar domain contexts, provided homology can be detected by sequence or structural similarity, forms the basis of evolutionary domain definition.
Zhang et al. [ 24] have extended the concepts of common neighbors to the domain compositions of proteins' neighbors, which they introduce as domain contexts.
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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