11 search results - page 1 / 3 » Bayesian Biosurveillance of Disease Outbreaks |
UAI
2004
13 years 9 months ago
2004
Early, reliable detection of disease outbreaks is a critical problem today. This paper reports an investigation of the use of causal Bayesian networks to model spatio-temporal pat...
BIOSURVEILLANCE
2007
Springer
14 years 1 months ago
2007
Springer
Algorithms for detecting anomalous events can be divided into those that are designed to detect specific diseases and those that are non-specific in what they detect. Specific dete...
BIOSURVEILLANCE
2008
Springer
13 years 9 months ago
2008
Springer
The Bayesian Aerosol Release Detector (BARD) is a biosurveillance system for detecting and characterizing disease outbreaks caused by aerosol releases of anthrax. A major challenge...
AAAI
2008
13 years 9 months ago
2008
We describe a method to improve detection of disease outbreaks in pre-diagnostic time series data. The method uses multiple forecasters and learns the linear combination to minimi...
BIOSURVEILLANCE
2007
Springer
14 years 1 months ago
2007
Springer
Abstract. The paper presents a description of the FMD BioPortal biosurveillance system (http://fmd.ucdavis.edu/bioportal/) that is currently operating to capture, analyze, and diss...