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Biosurveillance

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Submitted
Yahav, I., Shmueli, G., "An Elegant Method for Generating Multivariate Poisson Data", NA, Submitted  .
Yahav, I., Shmueli, G., "Evaluating Directionally-Sensitive Multivariate Control Charts with an Applications to Biosurvelliance", NA, Submitted  .
Lotze, T, Shmueli, G., Yahav, I., "Simulating and Evaluating Biosurveillance Datasets", Biosurveillance: A Health Protection Priority: Chapman and Hall, Submitted  .    Download:  mimic Book Chapter.pdf 
In Press
Yahav, I., Lotze, T, Shmueli, G., "Algorithm Combination for Improved Detection in Biosurveillance", Infectious Disease Informatics and Biosurveillance: Research, Systems, and Case Studies: Springer, In Press  .
Lotze, T., Shmueli, G., "Measuring the Benefits to Detection from Improved Forecasting: An Application to Biosurveillance", International Journal on Forecasting, In Press  . Abstract
Shmueli, G., Burkom, H.S., "Statistical Challenges Facing Early Outbreak Detection in Biosurveillance", Technometrics (Special Issue on Anomaly Detection), In Press  . Abstract    Download:  Technometrics StatChallengesBiosurveillanceRevised-II.pdf  StatChallengesBiosurveillanceRevised-III.pdf 
2008
Lotze, T., Murphy, S. P., Shmueli, G., "Preparing Biosurveillance Data for Classic Monitoring", Advances in Disease Surveillance, vol. 6, 2008  . Abstract    Download:  DataPreparation AdvDisSurv.pdf 
2007
Yahav, I., Shmueli, G., "Algorithm Combination for Improved Performance in Biosurveillance Systems", Lecture Notes in Computer Science: Intelligence and Security Informatics: Biosurveillance, vol. 4506, pp. 91-102, 2007  .
Burkom, H.S., Murphy, S.P., Shmueli, G., "Automated Time Series Forecasting for Biosurveillance", Statistics in Medicine, vol. 26, issue 22, pp. 4202-4218, 2007  .
Shmueli, G., Lotze, T., Yahav, I., "Simulating Multivariate Syndromic Time Series and Outbreak Signatures", Working Paper RHS-06-054: Smith School of Business, University of Maryland, 2007  .
2006
Lotze, T., Shmueli, G., Murphy, S., Burkom, H., "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
Shmueli, G., Fienberg, S. E., "Current and Potential Statistical Methods for Monitoring Multiple Data Streams for Bio-Surveillance", Statistical Methods in Counter-Terrorism: Game Theory, Modeling, Syndromic Surveillance, and Biometric Authentication, New York, Springer, 2006  . Abstract
Fienberg, S. E., Shmueli, G., "Comment on "A Bayesian Dynamic Model for Influenza Surveillance" by Sebastiani, Mandl, Szolovits, Kohane, and Ramoni", Statistics in Medicine, vol. 25, issue 11, pp. 1821-1822, 2006  .
Murphy, S. P., Burkom, H. B., Shmueli, G., "Data Adaptive Multivariate Control Charts for Routine Health Monitoring", Syndromic Surveillance Conference (in Advances in Disease Surveillance, 1:53), 2006  .
2005
Fienberg, S. E., Shmueli, G., "Statistical Issues and Challenges Associated with Rapid Detection of Bio-terrorist Attacks", Statistics in Medicine, vol. 24, issue 4, pp. 513-29, 2005  .    Download:  FienbergShmueli-SIM-2005.pdf  FienbergShmueli-SIM-2005.pdf 
Shmueli, G., "Wavelet-based Monitoring in Modern Biosurveillance", Working Paper RHS-06-002: Smith School of Business, University of Maryland, 2005  .
2002
Goldenberg, A., Shmueli, G., Caruana, R. A., Fienberg, S. E., "Early Statistical Detection of Anthrax Outbreaks by Tracking Over-the-Counter Medication Sales", Proceeding of the National Academy of Sciences, vol. 99, issue 8, pp. 5237-5240, 2002  .