A Parallel K-Medoids Algorithm for Clustering based on MapReduce.
M. Omair ShafiqEric TorunskiPublished in: ICMLA (2016)
Keyphrases
- optimization algorithm
- parallel implementation
- linear programming
- dynamic programming
- times faster
- similarity measure
- optimal solution
- clustering method
- expectation maximization
- experimental evaluation
- cost function
- significant improvement
- search space
- worst case
- high accuracy
- computational complexity
- convergence rate
- learning algorithm
- np hard
- data sets
- segmentation algorithm
- preprocessing
- detection algorithm
- image sequences
- parallel processing