Selecting informative features with fuzzy-rough sets and its application for complex systems monitoring.
Qiang ShenRichard JensenPublished in: Pattern Recognit. (2004)
Keyphrases
- complex systems
- informative features
- fuzzy rough sets
- rough sets
- dynamic systems
- feature selection
- alternative methods
- multi agent systems
- fuzzy sets
- attribute reduction
- microarray data
- svm classifier
- feature weights
- feature selection algorithms
- fuzzy relations
- data mining
- rough approximations
- selected features
- rough set theory
- multi agent
- data sets
- decision rules
- classification accuracy
- evolutionary algorithm
- artificial intelligence