Range clustering: An algorithm for empirical evaluation of classical clustering algorithms.
Nishant AroraSandeep JainSantosh Kumar VermaPublished in: IC3 (2016)
Keyphrases
- empirical evaluation
- k means
- clustering method
- experimental evaluation
- classical clustering algorithms
- spectral clustering
- computational complexity
- times faster
- preprocessing
- learning algorithm
- objective function
- hierarchical clustering
- detection algorithm
- synthetic datasets
- data clustering
- optimization algorithm
- hierarchical clustering algorithm
- fuzzy clustering
- cluster centers
- expectation maximization
- high accuracy
- worst case
- computational cost
- feature space
- optimal solution
- image segmentation
- clustering algorithm
- image processing