Robust Feature Selection for SVMs under Uncertain Data.
Le Thi Hoai AnXuan Thanh VoTao Pham DinhPublished in: ICDM (2013)
Keyphrases
- uncertain data
- feature selection
- support vector
- uncertain databases
- multi class
- mining frequent itemsets
- support vector machine
- probabilistic xml
- text categorization
- selected features
- naive bayes classification
- machine learning
- probabilistic databases
- uncertain data streams
- knn
- data streams
- text classification
- uncertain information
- feature space
- knowledge discovery
- probability distribution functions
- feature extraction
- database
- dimensionality reduction
- sequential pattern mining
- classification accuracy