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).
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.
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.
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.
Although the integration of MLAs to intrusion detection is important, it has not been studied broadly, primarily due to problems associated with leveraging optimal algorithms in a cloud computing environment.
SkyPhrase is able to more accurately answer these types of queries, Cassimatis says, by leveraging both algorithms and data structures to paint a more holistic view of the components in language.
While it's true that minimal devices impact solution design, LaChance highlights that PKI is possible to deploy even in many constrained environments leveraging alternative algorithms and key sizes.
And leveraging matured algorithms and toolkit of BNs, we can not only obtain the probability of each node in each state via failure propagation, but also identify critical events given the event occurrence via backward reasoning.
