Data Classification for Selection of Temporal Alerting Methods for Biosurveillance.
Howard S. BurkomSean Patrick MurphyPublished in: BioSurveillance (2007)
Keyphrases
- data sets
- missing values
- high dimensional data
- classification decisions
- data reduction
- benchmark datasets
- classification systems
- data collection
- data mining techniques
- decision trees
- temporal data
- classification models
- preprocessing
- data quality
- noisy data
- data structure
- classification method
- data sources
- temporal dimension
- benchmark data sets
- statistical methods
- machine learning methods
- cross validation
- data analysis
- statistical analysis
- image classification
- feature space
- knowledge discovery
- pattern recognition
- machine learning algorithms
- statistical tests
- multi class
- training data
- temporal databases
- classification trees
- dimensionality reduction methods
- feature vectors
- feature selection