Biosurveillance
Found 20 results
Filters: term is Biosurveillance
Submitted
"Evaluating Directionally-Sensitive Multivariate Control Charts with an Application to Biosurvelliance",
NA, Submitted .
Abstract
Download: MCharts-JRSS_r3 submitted.pdf
"On Generating Multivariate Poisson Data in Management Science Applications",
NA, Submitted .
Abstract
In Press
"Algorithm Combination for Improved Detection in Biosurveillance",
Infectious Disease Informatics and Biosurveillance: Research, Systems, and Case Studies: Springer, In Press .
"Simulating and Evaluating Biosurveillance Datasets",
Biosurveillance: A Health Protection Priority: Chapman and Hall, In Press .
Download: mimic Book Chapter.pdf
"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
2009
"How does improved forecasting benefit detection? An application to biosurveillance",
International Journal on Forecasting, vol. 25, pp. 467-483, 2009 .
Abstract
Download: IJF2009 ForecastingBiosurveillance.pdf
2008
"Ensemble Forecasting for Disease Outbreak Detection",
23rd AAAI Conference on Artificial Intelligence (AAAI-08), Chicago, IL, 2008 .
Download: AAAI7LotzeT.pdf
"On the relationship between forecast accuracy and detection performance: An application to biosurveillance",
2008 IEEE Conference on Technologies for Homeland Security, Boston, MA, 2008 .
Download: ieee.pdf
"Preparing Biosurveillance Data for Classic Monitoring",
Advances in Disease Surveillance, vol. 6, 2008 .
Abstract
Download: DataPreparation AdvDisSurv.pdf
2007
"Algorithm Combination for Improved Performance in Biosurveillance Systems",
Lecture Notes in Computer Science: Intelligence and Security Informatics: Biosurveillance, vol. 4506, pp. 91-102, 2007 .
"Automated Time Series Forecasting for Biosurveillance",
Statistics in Medicine, vol. 26, issue 22, pp. 4202-4218, 2007 .
"Simulating Multivariate Syndromic Time Series and Outbreak Signatures",
Working Paper RHS-06-054: Smith School of Business, University of Maryland, 2007 .
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
"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
"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 .
"Data Adaptive Multivariate Control Charts for Routine Health Monitoring",
Syndromic Surveillance Conference (in Advances in Disease Surveillance, 1:53), 2006 .
2005
"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
"Wavelet-based Monitoring in Modern Biosurveillance",
Working Paper RHS-06-002: Smith School of Business, University of Maryland, 2005 .
2002
"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 .