A novel hybrid wrapper-filter approach based on genetic algorithm, particle swarm optimization for feature subset selection.
Fateme MoslehiAbdorrahman HaeriPublished in: J. Ambient Intell. Humaniz. Comput. (2020)
Keyphrases
- feature subset selection
- particle swarm optimization
- genetic algorithm
- sequential forward
- feature selection
- multi objective
- feature ranking
- wrapper method
- pso algorithm
- feature subset
- estimation of distribution algorithms
- ant colony optimization
- global optimization
- differential evolution
- particle swarm optimization algorithm
- particle swarm optimization pso
- fitness function
- metaheuristic
- selection algorithm
- neural network
- evolutionary algorithm
- genetic algorithm ga
- optimization method
- machine learning
- simulated annealing
- evolutionary computation
- pattern recognition
- support vector
- optimization algorithm
- support vector machine
- genetic programming
- convergence speed
- selected features
- text classification
- mutual information
- multi objective optimization
- crossover operator
- artificial neural networks
- optimal solution