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Methodology for prediction of outbreaks of diseases of military importance
Content Type: Abstract
Traditional public health practice has relied on public health surveillance of disease to detect outbreaks in an effort to mitigate their effects. Often the earlier an outbreak is detected, the greater the mitigation of its effects. The logical… read more… Buczak et al.; licensee Emerging Health Threats Journal. www.eht-journal.org 55 References 1 Burnette WN, Hoke CH, … Health Threats Journal AL Buczak et al. 2011, 4:s9 www.eht-journal.org page 2/2 66 … -
Support Vector Machines for Syndromic Surveillance
Content Type: Abstract
Early and reliable detection of anomalies is a critical challenge in disease surveillance. Most surveillance systems collect data from multiple data streams but the majority of monitoring is performed at univariate time series… read more… METHOD At a high level our anomaly detection approach con- sists of: 1) Learning the model of normalcy; 2) De- … in Kernel Methods: Support Vector Learning”, MIT Press, Cam- bridge, MA, 1999. [3] Burkom H., Elbert Y., Magruder …