Practical comparison of aberration detection algorithms for biosurveillance systems
J. Biomed. Informatics, pp. 446-455, 2015.
Aberration detectionAlgorithmBiosurveillanceControl chartPoisson regression
National syndromic surveillance systems require optimal anomaly detection methods. For method performance comparison, we injected multi-day signals stochastically drawn from lognormal distributions into time series of aggregated daily visit counts from the U.S. Centers for Disease Control and Prevention's BioSense syndromic surveillance s...More
Full Text (Upload PDF)
PPT (Upload PPT)