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  • Discriminative Random Field Approach to Spatial Outbreak Detection

    Content Type: Abstract

    Spatial scan finds the most anomalous region that has shown increase in observed counts when compared to the expected baseline. As there can be infinitely many regions to search for, most state-of-the-art algorithms assumes a… read more
    … model that outputs the associa- tion of the site i with class xi. Using the logistic func- tion as the … power. We also ran the algorithm on semi-synthetic data, BARD [3]: simulated outbreaks injected into streams of real …