Online randomized interpolative decomposition with a posteriori error estimator for temporal PDE data reduction.
Angran LiStephen BeckerAlireza DoostanPublished in: CoRR (2024)
Keyphrases
- data reduction
- data compression
- maximum likelihood
- data analysis
- knowledge discovery
- preprocessing
- partial differential equations
- rough set theory
- classification accuracy
- least squares
- instance selection
- feature selection
- singular value decomposition
- model selection
- estimation error
- level set
- high dimensionality
- classification rules
- feature extraction
- representative subset
- density estimates
- databases
- data quality
- k nearest neighbor
- dimensionality reduction
- machine learning
- data mining