A GPU-Oriented Algorithm Design for Secant-Based Dimensionality Reduction.
Henry KvingeElin FarnellMichael KirbyChris PetersonPublished in: ISPDC (2018)
Keyphrases
- dynamic programming
- learning algorithm
- parallel implementation
- detection algorithm
- preprocessing
- search space
- dimensionality reduction
- gpu accelerated
- data sets
- optimization algorithm
- high accuracy
- computational cost
- experimental evaluation
- cost function
- similarity measure
- user interface
- k means
- particle swarm optimization
- expectation maximization
- recognition algorithm
- matching algorithm
- times faster
- efficient implementation
- np hard
- structure preserving
- gpu implementation
- multidimensional scaling
- bayesian networks
- principal components
- optimal solution
- pattern recognition
- segmentation algorithm
- lower bound
- significant improvement
- worst case