Semi-supervised data clustering using particle swarm optimisation.
Daphne Teck Ching LaiMinami MiyakawaYuji SatoPublished in: Soft Comput. (2020)
Keyphrases
- data clustering
- particle swarm optimisation
- semi supervised
- unsupervised learning
- semi supervised learning
- optimisation problems
- optimization algorithm
- supervised learning
- labeled data
- k means
- spectral clustering
- clustering algorithm
- active learning
- constrained clustering
- pairwise
- genetic algorithm ga
- pso algorithm
- semi supervised clustering
- cluster analysis
- search capabilities
- pairwise constraints
- global optimization
- fitness function
- premature convergence
- global search
- multi objective
- evolution strategy
- information retrieval
- text classification
- principal component analysis
- test functions
- image segmentation
- metadata