Public Health Surveillance with Incomplete Data - Spatio-Temporal Imputation for Inferring Infectious Disease Dynamics.
Qi TanJiming LiuBenyun ShiYang LiuXiao-Nong ZhouPublished in: ICHI (2018)
Keyphrases
- incomplete data
- infectious disease
- public health
- missing values
- missing data
- multiple imputation
- outbreak detection
- disease outbreaks
- west nile virus
- bayesian networks
- incomplete data sets
- moving objects
- policy makers
- em algorithm
- information systems
- video surveillance
- statistical databases
- surveillance system
- data sharing
- early warning
- high dimensional data
- image processing
- decision support system
- pattern recognition
- data management
- imputation methods
- dimensionality reduction
- data model
- feature space
- clustering algorithm
- infectious disease outbreaks