Exact(5)
The system is based on a supervised machine learning algorithm leveraging more than a thousand features extracted from public data and metadata about Twitter accounts.
This algorithm, leveraging advanced machine learning analytics, can predict with nearly 80% certainty the likelihood that a given diabetic patient will incur a costly and unwanted unplanned visit.
We validate SC-trees on image-based emotion classification, combining it with Mirrored Nonnegative Sparse Coding (MNNSC), a novel sparse coding algorithm leveraging a nonnegativity constraint and the inherent symmetry of the domain, to achieve results exceeding or competitive with the state-of-the-art.
By contrast, an algorithm leveraging diverse streams of electronic medical record data reliably identified the handful of acute cases within this large pool of positive tests.
An algorithm leveraging SemRep output term frequencies could dynamically infer a user's information needs and summarize accordingly.
Similar(55)
Then the Facebook algorithm leverages that and amplifies the effect," said Menczer.
This novel algorithm leverages the use of localized information for its operation.
Specifically, our algorithm leverages the knowledge of the observed traffic to dynamically shift the weight between efficiency and fairness and strikes to improve the preferred performance metric without excessively degrading the other one.
A main contribution of this study is that to further improve the search efficacy, the proposed algorithm leverages on model-selection theory and continuously calibrates the classifier during the search.
The MapReduce computing framework is designed for distributed computing on massive data sets, and the new algorithm leverages MapReduce techniques to enable processing of graphs with billions of vertices.
Again, under this optimization criterion, algorithm leverages the use of localized information acquired through a well designed and distributed wireless sensor network, as it averts the need for any long-haul communication links or centralized decision and monitoring facility thereby achieving a more reliable performance under dynamic environments.
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