A fuzzy-rough uncertainty measure to discover bias encoded explicitly or implicitly in features of structured pattern classification datasets.
Gonzalo NápolesLisa Koutsoviti KoumeriPublished in: Pattern Recognit. Lett. (2022)
Keyphrases
- pattern classification
- feature extraction
- pattern classification problems
- pattern recognition
- probabilistic neural network
- feature vectors
- vowel recognition
- feature set
- benchmark datasets
- feature selection algorithms
- feature subset selection
- feature analysis
- image features
- distance measure
- selected features
- fuzzy classifier
- human identification
- parzen window
- similarity measure
- mass spectrometry data
- discriminant embedding
- data sets