Performance Improvements on SNS and HFIR Instrument Data Reduction Workflows Using Mantid.
William F. GodoyPeter F. PetersonSteven E. HahnJohn HetrickMathieu DoucetJay Jay BillingsPublished in: SMC (2020)
Keyphrases
- data reduction
- data compression
- preprocessing
- singular value decomposition
- knowledge discovery
- classification rules
- classification accuracy
- representative subset
- model selection
- feature selection
- data analysis
- data mining
- rough set theory
- social networks
- training data
- high dimensionality
- database
- data quality
- instance selection
- multiresolution
- active learning
- clustering algorithm
- decision making