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Given that the space of possible configurations can be very large, the MRF formulation can leverage algorithms for the computation of global optimum solutions relying on repeated computation of local characteristics (Equation 4).
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Finally, the Leverage algorithm, which is a novel statistical approach, is implemented to assess the quality of the experimental data and diagnose the probable doubtful data samples.
Network-based prediction algorithms, such as collaborative filtering algorithm, 74 network-based inference, 75, 76 and neighbor-edges based and unbiased leverage algorithm (Nebula), the latter developed in our laboratory, 77 have been proposed for predictions of HLA peptide binding.
"The team is applying technology in an unexpected way to solve a hard retail problem, leveraging algorithms and data that even the leading brands don't have access to," Josh Kopelman, a managing partner at First Round Capital, said in a statement.
Using this representation, our system leverages algorithms inspired by the sensory cortex to automatically create an ontology of relational structures and to efficiently retrieve analogs for new relational structures from long-term memory.
They leverage data, algorithms and ongoing learning to anticipate and improve interactions with the people and machines they interact with.
From a technology vista, closing the gap on high-speed trading between the traders, who leverage the algorithms, and the big data to crunch the millions of trades in milliseconds, doesn't work.
Due to their relevance to many areas of research, ensuring the accuracy and quality of these annotations is a priority at SGD. GO annotations are assigned either manually, by biocurators extracting experimental evidence from the scientific literature, or through automated methods that leverage computational algorithms to predict functional information.
By leveraging modeless algorithms and the LSE technology, the new situational awareness system extends visibility and reliable information for real-time power system operations.
But Punchfork is doing things a little differently by leveraging hardcore algorithms to curate the best recipes found on the Web based on social network chatter, in realtime.
Finally, an outlier analysis (using leverage statistical algorithm) has been performed on the whole data set to detect the probable doubtful ILs viscosity data.
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