Fuzzy Entropy-assisted Fuzzy-Rough Feature Selection.
Neil Mac ParthaláinRichard JensenQiang ShenPublished in: FUZZ-IEEE (2006)
Keyphrases
- fuzzy entropy
- feature selection
- fuzzy sets
- membership functions
- text categorization
- grey relational analysis
- text classification
- feature selection algorithms
- mutual information
- vague sets
- machine learning
- classification accuracy
- feature space
- irrelevant features
- rough sets
- feature set
- fuzzy systems
- high dimensionality
- artificial intelligence
- unsupervised feature selection
- model selection
- support vector machine
- artificial neural networks
- data analysis
- genetic algorithm
- support vector
- feature subset
- multi task
- pattern recognition
- dimensionality reduction
- selected features
- discriminative features
- small sample
- multi class
- expert systems
- real time