FCFilter: Feature selection based on clustering and genetic algorithms.
Charles Henrique Porto FerreiraDebora Maria Rossi de MedeirosFabiana SantanaPublished in: CEC (2016)
Keyphrases
- feature selection
- genetic algorithm
- unsupervised feature selection
- unsupervised learning
- high dimensionality
- clustering method
- mutual information
- clustering algorithm
- categorical data
- data mining and pattern recognition
- neural network
- simulated annealing
- feature space
- feature extraction
- fuzzy clustering
- data clustering
- classification accuracy
- information theoretic
- selected features
- pairwise
- hierarchical clustering
- spectral clustering
- distance metric
- self organizing maps
- model selection
- fuzzy logic
- dimensionality reduction
- fitness function
- nearest neighbor
- evolutionary computation
- cluster analysis
- artificial neural networks
- text categorization
- anomaly detection
- data points
- text classification
- multi class
- discriminative features