Feature Selection Based on Genetic Algorithms for On-Line Signature Verification.
Javier GalballyJulian FiérrezManuel R. FreireJavier Ortega-GarciaPublished in: AutoID (2007)
Keyphrases
- feature selection
- genetic algorithm
- parameter optimization
- signature verification
- neural network
- evolutionary computation
- genetic programming
- text classification
- feature selection algorithms
- mutual information
- selected features
- feature space
- multi objective
- feature subset
- text categorization
- machine learning
- unsupervised feature selection
- support vector
- feature set
- fuzzy logic
- small sample
- feature extraction
- support vector machine
- artificial neural networks
- irrelevant features
- fitness function
- information gain
- classification models
- genetic search
- method for feature selection
- metaheuristic
- particle swarm optimization
- simulated annealing
- evolutionary algorithm
- classification accuracy
- knn
- multi class
- artificial immune system
- data sets
- parallel genetic algorithm
- decision trees
- feature vectors
- feature ranking
- genetic algorithm ga
- computational intelligence
- multi task
- model selection
- optimization method
- differential evolution