Dual Sparse Structured Subspaces and Graph Regularisation for Particle Swarm Optimisation-Based Multi-Label Feature Selection.
Kaan DemirBach Hoai NguyenBing XueMengjie ZhangPublished in: IEEE Comput. Intell. Mag. (2024)
Keyphrases
- multi label
- particle swarm optimisation
- text categorization
- feature selection
- text classification
- protein function prediction
- structured data
- multi label classification
- multi label learning
- image classification
- optimisation problems
- high dimensional
- image annotation
- model selection
- optimization algorithm
- pso algorithm
- graph cuts
- graph structure
- learning tasks
- label assignment
- feature space
- support vector
- knn
- dimensionality reduction
- k nearest neighbor
- feature extraction
- max margin
- evolution strategy
- global search
- global optimization
- particle swarm optimization pso
- class labels
- support vector machine
- feature set
- particle swarm optimization
- search capabilities
- genetic algorithm ga
- feature vectors
- fitness function
- unsupervised learning
- optimization methods
- graph mining
- particle swarm
- evolutionary algorithm
- machine learning