A noise-aware fuzzy rough set approach for feature selection.
Xiaoling YangHongmei ChenTianrui LiChuan LuoPublished in: Knowl. Based Syst. (2022)
Keyphrases
- feature selection
- fuzzy sets
- rough sets
- rough set theory
- fuzzy logic
- noise level
- feature selection algorithms
- missing data
- text classification
- fuzzy set theory
- noisy data
- signal to noise ratio
- random noise
- high dimensionality
- text categorization
- membership functions
- fuzzy clustering
- feature subset
- machine learning
- decision rules
- noise model
- multi class
- noise free
- feature extraction
- multi criteria
- discriminatory power
- median filter
- impulse noise removal
- fuzzy numbers
- model selection
- mutual information
- feature set
- support vector machine
- feature space
- gaussian noise
- image noise
- support vector
- method for feature selection
- genetic algorithm