Knowledge based approach to cluster algorithm selection.
A. BalasubramaniamGuturu ParthasarathyB. N. ChatterjiPublished in: Pattern Recognit. Lett. (1990)
Keyphrases
- experimental evaluation
- theoretical analysis
- optimization algorithm
- selection algorithm
- computational cost
- selection strategy
- improved algorithm
- times faster
- detection algorithm
- computationally efficient
- data sets
- np hard
- computational complexity
- search space
- learning algorithm
- optimal solution
- neural network
- recognition algorithm
- data clustering
- clustering algorithm
- particle swarm optimization
- high accuracy
- dynamic programming
- preprocessing
- significant improvement
- k means
- input data
- expectation maximization
- worst case
- objective function
- similarity measure
- decision trees
- clustering method
- matching algorithm
- search algorithm
- convergence rate
- knowledge base