Improved Gene Clustering Based on Particle Swarm Optimization, K-Means, and Cluster Matching.
Yau-King LamPeter Wai-Ming TsangChi-Sing LeungPublished in: ICONIP (1) (2011)
Keyphrases
- particle swarm optimization
- k means
- clustering algorithm
- hierarchical agglomerative
- data clustering
- hierarchical clustering
- cluster analysis
- cluster centers
- initial cluster centers
- hierarchical agglomerative clustering
- unsupervised clustering
- clustering framework
- variable weighting
- gene clusters
- constrained clustering
- pso algorithm
- rough k means
- clustering quality
- global optimization
- matching algorithm
- agglomerative hierarchical clustering
- clustering method
- matching process
- cluster validity
- clustering approaches
- multi objective
- particle swarm optimization algorithm
- pattern matching
- microarray
- particle swarm optimization pso
- image matching
- differential evolution
- cluster structure
- spectral clustering
- cluster ensemble
- convergence speed
- swarm intelligence
- gene expression data
- genetic algorithm
- particle swarm
- neural network
- document clustering
- evolutionary algorithm
- similarity measure
- feature selection