On GPU-CUDA as preprocessing of fuzzy-rough data reduction by means of singular value decomposition.
Salvatore CuomoArdelio GallettiLivia MarcellinoGuglielmo NavarraGerardo ToraldoPublished in: Soft Comput. (2018)
Keyphrases
- data reduction
- singular value decomposition
- preprocessing
- parallel implementation
- gpu implementation
- least squares
- parallel computing
- singular values
- graphics processors
- dimensionality reduction
- low rank
- data compression
- data matrix
- principal component analysis
- latent semantic indexing
- compute unified device architecture
- classification accuracy
- association rules
- text mining
- data analysis
- pattern recognition
- neural network