An Efficient Implementation of the Algorithm by Lukáš et al. on Hadoop.
Giuseppe CattaneoUmberto Ferraro PetrilloMichele NappiFabio NarducciGianluca RoscignoPublished in: GPC (2017)
Keyphrases
- computationally efficient
- k means
- computational complexity
- experimental evaluation
- theoretical analysis
- times faster
- parallel implementation
- memory efficient
- optimization algorithm
- high accuracy
- dynamic programming
- improved algorithm
- preprocessing
- probabilistic model
- tree structure
- optimal solution
- learning algorithm
- detection algorithm
- selection algorithm
- convergence rate
- open source
- expectation maximization
- worst case
- cost function
- significant improvement
- path planning
- data sets
- np hard
- hardware implementation
- highly efficient
- neural network