Acceleration of k-Means Algorithm Using Altera SDK for OpenCL.
Qing Y. TangMohammed A. S. KhalidPublished in: ACM Trans. Reconfigurable Technol. Syst. (2016)
Keyphrases
- k means
- clustering method
- dynamic programming
- times faster
- expectation maximization
- experimental evaluation
- computational cost
- hierarchical clustering
- open source
- optimal solution
- significant improvement
- cost function
- objective function
- high accuracy
- detection algorithm
- computational complexity
- np hard
- similarity measure
- data clustering
- software implementation
- neural network
- hardware implementation
- optimization algorithm
- worst case
- search space
- learning algorithm