Feature selection using bare-bones particle swarm optimization with mutual information.
Xianfang SongYong ZhangDun-Wei GongXiaoyan SunPublished in: Pattern Recognit. (2021)
Keyphrases
- mutual information
- particle swarm optimization
- feature selection
- conditional mutual information
- information theoretic
- pso algorithm
- information gain
- multi objective
- medical image registration
- text categorization
- multi modal image registration
- particle swarm optimization pso
- image registration
- global optimization
- genetic algorithm
- support vector
- differential evolution
- particle swarm optimization algorithm
- similarity measure
- support vector machine
- particle swarm
- swarm intelligence
- feature selection algorithms
- statistical dependence
- classification accuracy
- feature space
- multimodal image registration
- information theoretic criterion
- selected features
- information theoretic measures
- irrelevant features
- machine learning
- x ray images
- text classification
- feature set
- convergence speed
- microarray data
- ant colony optimization
- unsupervised feature selection
- dimensionality reduction
- image analysis
- image processing
- learning algorithm
- data sets
- mutual information maximization