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Finally, we show our algorithm achieves state-of-the-art performance across several benchmark datasets, including a resulting error for the COIL-20 database that is less than half that achieved by existing algorithms.
I will also develop new fast and robust algorithms for sparse recovery that work on a low dimensional data and guarantees recovery of sparsity levels that can be orders of magnitude larger than that achieved by existing approaches.
We demonstrate some of our results, also for illustrating that they appear more natural than results achieved by existing commercial applications.
The proposed method is applied to the control design for an AC linear servo motor, and experimental results demonstrate that our method achieves the performance superior to that achieved by existing methods.
This reasonable range can be achieved by existing positioning algorithms.
We achieve an average throughput of 24.78 bytes/s, where as 14.29 bytes/s is achieved by existing technique.
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Our results demonstrate the ability of in vitro coevolution to create novel protein function that is difficult or impossible to achieve by existing protein engineering approaches and also shed light on the natural evolution of nuclear hormone receptors.
Integrated production of bioenergies and bioproducts may be achieved by coupling existing biofuel plants with new bioindustries, by retrofitting existing bioindustries with new bioenergy facilities or by erecting completely new integrated facilities.
Particularly, its median normalized prediction error for ICP is 39% compared to 51% as obtained by an existing method and its median correlation coefficient between estimated and measured normalized ICP is 0.80 compared to 0.35 achieved by the existing method.
Within these, significant improvement can be achieved by enhancing existing wildlife sites, improving ecological connections and restoring ecological processes.
Now they cannot.Much of Russia's growth over the past decade was achieved by using existing capacity more efficiently.
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CEO of Professional Science Editing for Scientists @ prosciediting.com