10 search results - page 1 / 2 » Bayesian Network Anomaly Pattern Detection for Disease Outbr... |
73
Voted
ICML
2003
IEEE
15 years 10 months ago
2003
IEEE
81
Voted
UAI
2004
14 years 11 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...
78
Voted
BIOSURVEILLANCE
2007
Springer
15 years 3 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...
AAAI
2006
14 years 11 months ago
2006
Health care officials are increasingly concerned with knowing early whether an outbreak of a particular disease is unfolding. We often have daily counts of some variable that are ...
109
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PR
2011
14 years 11 days ago
2011
This paper aims to address the problem of anomaly detection and discrimination in complex behaviours, where anomalies are subtle and difficult to detect owing to the complex tempo...