Feature Analysis, Tracking, and Data Reduction: An Application to Multiphase Reactor Simulation MFiX-Exa for In-Situ Use Case.
Ayan BiswasJames P. AhrensSoumya DuttaJordan M. MusserAnn S. AlmgrenTerece L. TurtonPublished in: Comput. Sci. Eng. (2021)
Keyphrases
- data reduction
- feature analysis
- data compression
- preprocessing
- model selection
- feature selection
- feature extraction
- representative subset
- instance selection
- classification accuracy
- data analysis
- classification rules
- singular value decomposition
- rough set theory
- high dimensionality
- genetic programming
- knowledge discovery
- data mining
- fluid dynamics
- high quality
- data quality
- clustering algorithm
- pattern recognition