A Particle Swarm Optimization with Filter-based Population Initialization for Feature Selection.
Yu XueWeiwei JiaAlex X. LiuPublished in: CEC (2019)
Keyphrases
- particle swarm optimization
- feature selection
- population diversity
- pso algorithm
- opposition based learning
- evolution process
- swarm intelligence
- differential evolution
- particle swarm optimization algorithm
- mutual information
- particle swarm optimization pso
- multi objective
- genetic algorithm
- population size
- feature selection algorithms
- hybrid algorithm
- text categorization
- global optimization
- machine learning
- feature space
- irrelevant features
- evolutionary strategy
- particle swarm
- knn
- noise reduction
- feature subset
- feature set
- evolutionary algorithm
- mutation operator
- data sets
- k means
- feature subset selection
- feature weighting
- text classification
- support vector
- feature extraction
- unsupervised feature selection
- information gain
- microarray data
- support vector machine
- multi class
- ant colony optimization
- multi task
- selected features
- classification accuracy
- initial conditions
- initial population
- particle swarm optimizer
- metaheuristic
- model selection
- genetic programming
- forward selection
- neural network