Ant Colony Stream Clustering: A Fast Density Clustering Algorithm for Dynamic Data Streams.
Conor FahyShengxiang YangMario A. GóngoraPublished in: IEEE Trans. Cybern. (2019)
Keyphrases
- stream clustering
- ant colony
- data streams
- evolving data streams
- clustering algorithm
- concept drift
- data clustering
- ant colony algorithm
- ant colony optimization
- optimisation algorithm
- sliding window
- streaming data
- outlier detection
- random forests
- stream mining
- data stream mining
- change detection
- data distribution
- clustering method
- itemsets
- global optimization
- data sets
- continuous queries
- k means
- training set
- genetic algorithm
- machine learning
- neural network