Optimization of MLHL-SIM and SIM Algorithm Using OpenMP.
Lidia SánchezHéctor QuintiánHilde PérezEmilio CorchadoPublished in: CAEPIA (2016)
Keyphrases
- optimization algorithm
- experimental evaluation
- parallel implementation
- objective function
- expectation maximization
- learning algorithm
- optimization method
- high accuracy
- cost function
- preprocessing
- computational complexity
- np hard
- detection algorithm
- segmentation algorithm
- k means
- significant improvement
- optimization model
- computational cost
- optimal solution
- times faster
- ant colony optimization
- similarity measure
- computationally efficient
- input data
- stochastic gradient
- convergence rate
- recognition algorithm
- evolution strategy
- hardware implementation
- constrained optimization
- matching algorithm
- graph cuts
- particle swarm optimization
- markov random field
- multi objective
- association rules
- data structure
- bayesian networks
- decision trees