Biblio
"Evaluating Directionally-Sensitive Multivariate Control Charts with an Application to Biosurvelliance",
Quality and Reliability Engineering International, In Press.
Abstract
Download: Manuscript (732.57 KB)
"On Generating Multivariate Poisson Data in Management Science Applications",
Applied Stochastic Models in Business and Industry, vol. 28, issue 1, pp. 91-102, 2012.
Abstract
Download: Multivariate-Poisson ASMBI 2012.pdf (1.52 MB)
"Algorithm Combination for Improved Detection in Biosurveillance",
Infectious Disease Informatics and Biosurveillance: Integrated Series in Information Systems, 1, vol. 27: Springer, pp. 173-189, 2011.
Download: 143493_1_En_8_Chapter_OnlinePDF.pdf (1.55 MB)
"Simulating and Evaluating Biosurveillance Datasets",
Biosurveillance: Methods and Case Studies: Chapman and Hall, 2010.
Download: Book Chapter (1.93 MB)
"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)
"Wavelet-Based Monitoring for Disease Outbreaks and Bioterrorism: Methods and Challenges",
InterStat, vol. 3, issue March, 2010.
Abstract
"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 (2.19 MB)
"On Generating Multivariate Poisson Data in Management Science Applications",
Working Paper RHS 06-085: Smith School of Business, University of Maryland, 2009.
Abstract
"Ensemble Forecasting for Disease Outbreak Detection",
23rd AAAI Conference on Artificial Intelligence (AAAI-08), Chicago, IL, 2008.
Download: AAAI7LotzeT.pdf (61 KB)
"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 (243.68 KB)
"Preparing Biosurveillance Data for Classic Monitoring",
Advances in Disease Surveillance, vol. 6, 2008.
Abstract
Download: DataPreparation AdvDisSurv.pdf (470.11 KB)
"Algorithm Combination for Improved Performance in Biosurveillance Systems",
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.
Abstract
Download: AutomatedForecasting BurkomMurphyShmueli print version.pdf (549.87 KB)
"Evaluating Directionally-Sensitive Multivariate Control Charts with an Application to Biosurveillance",
Working Paper RHS 06-059: Smith School of Business, University of Maryland, 2007.
Abstract
"Simulating Multivariate Syndromic Time Series and Outbreak Signatures",
Working Paper RHS-06-054: Smith School of Business, University of Maryland, 2007.
"Accelerating Statistical Research in Drug Safety",
Pharmacoepidemiology and Drug Safety, vol. 15, issue 9, pp. 687-688, 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.
"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
"Data Adaptive Multivariate Control Charts for Routine Health Monitoring",
Syndromic Surveillance Conference (in Advances in Disease Surveillance, 1:53), 2006.