K-means** - a fast and efficient K-means algorithms.
Cuong Duc NguyenTrong Hai DuongPublished in: Int. J. Intell. Inf. Database Syst. (2018)
Keyphrases
- k means
- data clustering
- clustering algorithm
- computationally efficient
- center based clustering
- highly scalable
- agglomerative hierarchical clustering
- clustering approaches
- algorithmic solutions
- computational complexity
- efficient implementation
- computationally expensive
- computational efficiency
- hierarchical clustering
- highly efficient
- clustering quality
- pruning strategy
- data mining techniques
- learning algorithm
- data structure
- worst case
- optimization problems
- theoretical analysis
- self organizing maps
- clustering method
- spectral clustering
- expectation maximization
- neural network
- benchmark datasets
- cluster analysis
- query processing
- times faster
- similarity measure
- squared euclidean distance
- rough k means