An experimental study: using categorical or fuzzy inputs for classification problems with dimensionality reduction.
Ilknur DönmezPublished in: Neural Comput. Appl. (2023)
Keyphrases
- dimensionality reduction
- fuzzy sets
- fuzzy logic
- membership functions
- fuzzy rules
- high dimensional data
- fuzzy numbers
- data representation
- linguistic variables
- feature extraction
- principal component analysis
- high dimensional
- fuzzy relations
- low dimensional
- high dimensionality
- fuzzy neural network
- random projections
- fuzzy set theory
- feature selection
- graph embedding
- nonlinear dimensionality reduction
- pattern recognition and machine learning
- dimensionality reduction methods
- fuzzy clustering
- data points
- soft computing
- least squares
- structure preserving