Flexible Approach to Astronomical Data Reduction Workflows in Kepler.
Pawel CiecielagMarcin PlóciennikPiotr SpyraMichal UrbaniakTomasz ZokWojciech PychPublished in: ICCS (2014)
Keyphrases
- data reduction
- scientific workflows
- workflow management systems
- data compression
- preprocessing
- data analysis
- rough set theory
- classification accuracy
- knowledge discovery
- classification rules
- model selection
- instance selection
- feature selection
- web services
- singular value decomposition
- business processes
- high dimensionality
- workflow execution
- representative subset
- workflow systems
- data mining
- neural network
- dimensionality reduction
- least squares
- scientific data
- multiscale
- clustering algorithm
- information retrieval
- workflow management
- databases