Optimization of a Sparse Grid-Based Data Mining Kernel for Architectures Using AVX-512.
Paul-Cristian SarbuHans-Joachim BungartzPublished in: SBAC-PAD (2018)
Keyphrases
- data mining
- optimization problems
- optimization algorithm
- kernel machines
- knowledge discovery
- sparse kernel
- data mining techniques
- optimization process
- computer science
- sparse pca
- kernel matrices
- rough sets
- support vector
- data mining methods
- web mining
- additive models
- constrained optimization
- global optimization
- data mining algorithms
- sparse representation
- kernel function
- data warehouse
- outlier detection
- cluster analysis
- association rule mining
- component analysis
- compressive sensing
- business intelligence
- sparse matrix
- association rules
- data analysis
- neural network