Compressed-Coding Particle Swarm Optimization for Large-Scale Feature Selection.
Jia-Quan YangZhi-Hui ZhanTao LiPublished in: ChineseCSCW (1) (2021)
Keyphrases
- particle swarm optimization
- feature selection
- pso algorithm
- compressed bit stream
- global optimization
- particle swarm
- coding method
- small scale
- genetic algorithm
- swarm intelligence
- particle swarm optimization pso
- run length encoding
- huffman coding
- coding scheme
- text categorization
- machine learning
- data structure
- feature space
- multi objective
- mutual information
- feature extraction
- real world
- irrelevant features
- multi class
- convergence speed
- model selection
- information gain
- inter frame
- feature selection algorithms
- compressed domain
- classification accuracy
- selected features
- particle swarm optimization algorithm
- data compression
- dimensionality reduction
- feature set
- high dimensionality
- differential evolution