Particle swarm optimization for large-scale clustering on apache spark.
Matthew SherarFarhana H. ZulkerninePublished in: SSCI (2017)
Keyphrases
- particle swarm optimization
- pso algorithm
- clustering method
- open source
- clustering algorithm
- small scale
- k means
- particle swarm optimization pso
- real life
- data clustering
- multi objective
- spectral clustering
- categorical data
- unsupervised learning
- document clustering
- particle swarm optimization algorithm
- dissimilarity measure
- real world
- web server
- open source software
- convergence speed
- graph theoretic
- swarm intelligence
- cluster analysis
- microarray
- self organizing maps
- ant colony optimization
- high dimensional data
- anomaly detection
- data points
- case study