Feature Selection with Mutual Information for Uncertain Data.
Gauthier DoquireMichel VerleysenPublished in: DaWaK (2011)
Keyphrases
- uncertain data
- mutual information
- feature selection
- uncertain databases
- conditional mutual information
- mining frequent itemsets
- information gain
- probabilistic databases
- probabilistic xml
- image registration
- probability distribution functions
- uncertain information
- frequent patterns
- naive bayes classification
- knowledge discovery
- data streams
- similarity measure
- text categorization
- uncertain data streams
- spatial query processing
- support vector machine
- classification accuracy
- feature space
- bayesian networks
- data mining
- frequent itemsets
- model selection
- knn
- decision trees
- machine learning