Multimodal particle swarm optimization for feature selection.
Xiao-Min HuShou-Rong ZhangMin LiJeremiah D. DengPublished in: Appl. Soft Comput. (2021)
Keyphrases
- particle swarm optimization
- feature selection
- pso algorithm
- global optimization
- text categorization
- multi modal
- particle swarm optimization algorithm
- machine learning
- swarm intelligence
- multi objective
- mutual information
- differential evolution
- high dimensionality
- feature extraction
- classification accuracy
- feature set
- support vector
- feature selection algorithms
- irrelevant features
- knn
- convergence speed
- multimedia
- ant colony optimization
- feature weighting
- discriminative features
- multi party
- particle swarm
- multimodal information
- brain image analysis
- genetic algorithm
- forward selection
- method for feature selection
- information gain
- classification models
- microarray data
- naive bayes
- multi task
- particle swarm optimization pso
- metaheuristic
- feature ranking
- small sample
- unsupervised feature selection
- multimodal data
- dimensionality reduction
- artificial neural networks
- feature space
- bayesian networks
- shuffled frog leaping algorithm