Multi-objective clustering ensemble for high-dimensional data based on Strength Pareto Evolutionary Algorithm (SPEA-II).
Abdul WahidXiaoying GaoPeter AndreaePublished in: DSAA (2015)
Keyphrases
- strength pareto evolutionary algorithm
- high dimensional data
- multi objective
- clustering ensemble
- nsga ii
- multiobjective optimization
- evolutionary algorithm
- dimensionality reduction
- high dimensionality
- multi objective optimization
- nearest neighbor
- low dimensional
- optimization algorithm
- high dimensional
- subspace clustering
- data sets
- data clustering
- data analysis
- pareto optimal set
- particle swarm optimization
- multi objective evolutionary algorithms
- objective function
- multiple objectives
- data points
- clustering algorithm
- genetic algorithm
- k means
- pareto optimal
- cooperative coevolution
- input data
- gene expression data
- fitness function
- pattern recognition
- text data
- differential evolution
- combining multiple
- multi objective optimization problems
- optimization problems
- bi objective
- decision trees
- multi criteria
- test problems
- knowledge discovery
- principal component analysis
- neural network