An agent-based dual-tier algorithm for clustering data streams.
Dongbin ZhouLifeng JiaZhe WangXiujuan XuChunguang ZhouPublished in: GrC (2006)
Keyphrases
- k means
- dynamic programming
- clustering method
- data streams
- preprocessing
- data clustering
- learning algorithm
- detection algorithm
- computational cost
- hierarchical clustering
- computational complexity
- cost function
- clustering approaches
- neural network
- distance metric
- matching algorithm
- np hard
- search space
- similarity measure
- particle swarm optimization
- itemsets
- optimization algorithm
- input data
- high dimensional
- feature space
- spectral clustering
- noisy data
- nonnegative matrix factorization
- genetic algorithm