A Comparison Study of Validity Indices on Swarm-Intelligence-Based Clustering.
Rui XuJie XuDonald C. WunschPublished in: IEEE Trans. Syst. Man Cybern. Part B (2012)
Keyphrases
- swarm intelligence
- validity indices
- data sets
- cluster validity index
- k means
- ant colony optimization
- validity index
- bio inspired
- computational intelligence
- ant colonies
- particle swarm optimization
- evolutionary computation
- clustering algorithm
- clustering validity
- nature inspired
- particle swarm optimization pso
- social insects
- theoretical and empirical study
- social behavior
- artificial life
- clustering method
- clustering result
- artificial bee colony
- collective intelligence
- swarm optimization
- document clustering
- spectral clustering
- cluster analysis
- collective behavior
- foraging behavior
- data points
- swarm robotics
- evolutionary algorithm
- fuzzy clustering
- agglomerative clustering
- fuzzy c means
- unsupervised learning
- optimization problems
- multi objective
- image segmentation
- genetic algorithm
- neural network