Parallel Implementation of K-Means Algorithm Using MapReduce Approach.
Ioan-Daniel BorleaRadu-Emil PrecupFlorin DraganAlexandra-Bianca BorleaPublished in: SACI (2018)
Keyphrases
- parallel implementation
- k means
- learning algorithm
- clustering algorithm
- preprocessing
- clustering method
- np hard
- optimal solution
- matching algorithm
- expectation maximization
- parallel computers
- detection algorithm
- cost function
- search space
- worst case
- general purpose
- computational cost
- segmentation algorithm
- optimization algorithm
- dynamic programming
- times faster
- cluster analysis
- hierarchical clustering
- efficient implementation
- objective function
- clustering approaches
- data sets