Accelerating the Yinyang K-Means Algorithm Using the GPU.
Colin TaylorMichael GowanlockPublished in: ICDE (2021)
Keyphrases
- k means
- learning algorithm
- experimental evaluation
- dynamic programming
- clustering algorithm
- matching algorithm
- detection algorithm
- clustering method
- search space
- np hard
- computational cost
- hierarchical clustering
- optimization algorithm
- parallel implementation
- parallel computation
- recognition algorithm
- computationally efficient
- times faster
- tree structure
- data sets
- cost function
- preprocessing
- optimal solution
- ant colony optimization
- expectation maximization
- input data
- worst case
- convergence rate
- improved algorithm
- gpu accelerated