Interval-valued fuzzy-rough feature selection in datasets with missing values.
Richard JensenQiang ShenPublished in: FUZZ-IEEE (2009)
Keyphrases
- missing values
- soft set
- data imputation
- interval valued fuzzy
- feature selection
- soft set theory
- missing data
- intuitionistic fuzzy
- imputation methods
- feature ranking
- feature selection algorithms
- incomplete data
- attribute reduction
- text categorization
- high dimensional data
- machine learning
- feature space
- information gain
- high dimensionality
- informative features
- rough set model
- artificial neural networks
- rough sets
- incomplete information
- rough set theory
- classification accuracy
- feature set
- dimensionality reduction
- missing attribute values
- high dimensional
- principal component analysis