An interactive feature selection method based on multi-step state transition algorithm for high-dimensional data.
Yangyi DuXiaojun ZhouChunhua YangTingwen HuangPublished in: Knowl. Based Syst. (2023)
Keyphrases
- multi step
- dynamic programming
- high dimensional data
- objective function
- clustering method
- input data
- convergence rate
- k means
- feature selection
- dimensional data
- subspace clustering
- support vector machine svm
- high dimensionality
- state transition
- dimensionality reduction
- high dimensional
- optimal solution
- data points
- matching algorithm
- state space
- similarity measure
- input space
- low dimensional
- high dimensional datasets
- transition model
- particle swarm optimization
- data sets
- nearest neighbor
- support vector machine
- pairwise
- feature extraction
- learning algorithm