NOCEA: A rule-based evolutionary algorithm for efficient and effective clustering of massive high-dimensional databases.
Ioannis A. SarafisPhilip W. TrinderAli M. S. ZalzalaPublished in: Appl. Soft Comput. (2007)
Keyphrases
- evolutionary algorithm
- databases
- high dimensional
- clustering algorithm
- cost effective
- data retrieval
- database systems
- clustering method
- multi objective
- high dimensionality
- data points
- fitness function
- k means
- database
- data clustering
- database applications
- differential evolution
- hierarchical clustering
- computationally efficient
- data sources
- relational databases
- fuzzy clustering
- multi objective optimization
- mutation operator
- dimensionality reduction
- rule based systems
- self organizing maps
- genetic programming
- multi dimensional
- data model
- pairwise
- feature space
- feature extraction
- feature selection
- data sets