ParaKMeans: Implementation of a parallelized K-means algorithm suitable for general laboratory use.
Piotr KrajAshok SharmaNikhil GargeRobert PodolskyRichard A. McIndoePublished in: BMC Bioinform. (2008)
Keyphrases
- k means
- times faster
- clustering method
- special case
- detection algorithm
- optimal solution
- computational complexity
- similarity measure
- hierarchical clustering
- dynamic programming
- optimization algorithm
- theoretical analysis
- recognition algorithm
- experimental evaluation
- expectation maximization
- simulated annealing
- probabilistic model
- computational cost
- cost function
- search space
- neural network
- hardware implementation
- improved algorithm
- spectral clustering
- matching algorithm
- linear programming
- objective function
- clustering algorithm