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These include cases where the formula-based representation does not support efficient reasoning.
We characterize a set of functions for which the model-based representation is compact and provides efficient reasoning.
This, in turn, increases a demand for efficient reasoning systems that can be easily adopted to different tasks and relocated among various computational environments.
Markov trees and clique trees are the alternative representations of valuation networks and belief networks that are used by local computational techniques for efficient reasoning.
To support efficient reasoning, a large tractable subfragment is identified, among others, generalizing the well-known ORD Horn subfragment of the Interval Algebra (extended with metric constraints).
Besides, ALC(D) can also provide a highly efficient reasoning algorithm to automatically detect the inconsistency of the knowledge base, a finite set of assertional and terminological axioms.
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The site contains synthesis documents designed to promote efficient clinical reasoning.
Finally, based on the reasoning, efficient methods are proposed to compute and derive the topological relation matrix.
As for the large biological data analysis, we have to devise an efficient and scalable reasoning algorithm.
This view yields efficient algorithms for default reasoning.
Here we showed that rationale reasoning is efficient to analyze fruit settings.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com