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Our proposed technique can improve the speed of computation and reduce computational time.
In order to reduce computational time, optical flow is computed only on Canny points in the image.
Our first goal was to apply cloud computing technologies in order to reduce computational time needed for syndromic analyses.
Thus, in the CARLSBAD database, additional heuristics based on common ring systems/scaffolds were applied to further reduce computational time and make feasible MCES computation for large libraries.
This order of magnitude increase in the number of genomes analyzed was made possible by the NSF-funded Cyberinfrastructure for Phylogenetic Research CIPRESS) Project, which allows for web-based access to the San Diego Super Computer facility and newly developed evolutionary algorithms that dramatically reduce computational time.
However, MCES computation is NP complete, and several heuristics have been proposed to reduce computational time, although computational time required for large chemical datasets is prohibitive.
A submodeling approach has been used to reduce computational time.
Moreover, a leader follower optimization technique is presented to reduce computational time when considering stream splits.
This method has proven to be useful to reduce computational time while keeping a good accuracy.
To reduce computational time, only four parameters are extracted for the model.
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Applicable to both SSA and Tau-leap algorithms, it can notably reduce computational times.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com