Toward the scalability of neural networks through feature selection.
Diego Peteiro-BarralVerónica Bolón-CanedoAmparo Alonso-BetanzosBertha Guijarro-BerdiñasNoelia Sánchez-MaroñoPublished in: Expert Syst. Appl. (2013)
Keyphrases
- feature selection
- neural network
- pattern recognition
- fuzzy logic
- neural network model
- artificial neural networks
- text categorization
- selected features
- unsupervised feature selection
- genetic algorithm
- rule extraction
- feature selection algorithms
- multilayer perceptron
- feature space
- knn
- mutual information
- text classification
- recurrent neural networks
- irrelevant features
- back propagation
- decision trees
- classification models
- feed forward
- fault diagnosis
- model selection
- support vector
- small sample
- microarray data
- feature ranking
- scalability issues
- feature weighting
- method for feature selection
- activation function
- data reduction
- network architecture
- multi task
- feature subset
- naive bayes
- dimensionality reduction
- classification accuracy
- machine learning