A single pass algorithm for clustering evolving data streams based on swarm intelligence.
Agostino ForestieroClara PizzutiGiandomenico SpezzanoPublished in: Data Min. Knowl. Discov. (2013)
Keyphrases
- single pass
- swarm intelligence
- k means
- stream mining
- clustering method
- particle swarm optimization
- cost function
- dynamic programming
- ant colonies
- ant colony optimization
- evolving data streams
- optimization algorithm
- sliding window
- theoretical and empirical study
- foraging behavior
- data clustering
- machine learning
- unsupervised learning
- simulated annealing
- clustering algorithm