Biblio
"Data Adaptive Multivariate Control Charts for Routine Health Monitoring",
Syndromic Surveillance Conference (in Advances in Disease Surveillance, 1:53), 2006.
"A Wavelet-based Anomaly Detector for Early Detection of Disease Outbreaks",
Proceedings of the 23rd International Conference on Machine Learning (ICML), Workshop on Machine Learning Algorithms for Surveillance and Event Detection, Pittsburgh, PA, 2006.
Abstract
"Automated Time Series Forecasting for Biosurveillance",
Statistics in Medicine, vol. 26, issue 22, pp. 4202-4218, 2007.
Abstract
Download: AutomatedForecasting BurkomMurphyShmueli print version.pdf (549.87 KB)
"Statistical Challenges Facing Early Outbreak Detection in Biosurveillance",
Technometrics (Special Issue on Anomaly Detection), vol. 52, issue 1, pp. 39-51, 2010.
Abstract
Download: Previous version ("Statistical Challenges in Modern Biosurveillance") (381.03 KB); Published Version (751.05 KB)