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Learning Outbreak Regions for Bayesian Spatial Biosurveillance
Content Type: Abstract
This work incorporates model learning into a Bayesian framework for outbreak detection. Our method learns the spatial characteristics of each outbreak type from a small number of labeled training examples, assuming a generative outbreak model with… read more… of each outbreak type from a small number of labeled training examples, assuming a generative outbreak model with … of each outbreak type from a small number of labeled training examples, assuming a generative outbreak model with … steepness parameter h) are learned from a set of labeled training examples. Since each example specifies the outbreak …