A differential evolution based feature combination selection algorithm for high-dimensional data.
Boxin GuanYuhai ZhaoYing YinYuan LiPublished in: Inf. Sci. (2021)
Keyphrases
- high dimensional data
- differential evolution
- selection algorithm
- selection scheme
- evolutionary algorithm
- feature subset
- optimization algorithm
- dimensionality reduction
- differential evolution algorithm
- high dimensional
- low dimensional
- high dimensionality
- particle swarm optimization
- data sets
- nearest neighbor
- mutation operator
- optimization method
- subspace clustering
- data points
- similarity search
- solving global optimization problems
- global optimization problems
- manifold learning
- particle swarm optimization pso
- numerical optimization problems
- clustering high dimensional data
- data analysis
- feature selection
- high dimensional spaces
- genetic algorithm
- parameter optimization
- feature space
- missing values
- search algorithm
- input data
- high dimensional datasets
- image features
- data mining
- crossover operator
- principal component analysis
- computer vision
- clustering method
- simulated annealing
- feature set
- feature vectors
- decision trees