Dimensionality Reduction Using Rough Set Approach for Two Neural Networks-Based Applications.
Mohammed SammanyT. MedhatPublished in: RSEISP (2007)
Keyphrases
- dimensionality reduction
- neural network
- pattern recognition
- rough sets
- high dimensional data
- high dimensionality
- high dimensional
- rough set theory
- structure preserving
- feature space
- low dimensional
- feature extraction
- data representation
- artificial neural networks
- principal component analysis
- fuzzy logic
- decision rules
- random projections
- dimensionality reduction methods
- pattern recognition and machine learning
- fault diagnosis
- genetic algorithm
- feature selection
- machine learning
- nonlinear dimensionality reduction
- linear discriminant analysis
- principal components
- neural nets
- multi layer
- data mining
- computer vision
- fuzzy systems
- recurrent neural networks
- data points
- knn
- nearest neighbor
- self organizing maps