Data reduction in scientific workflows using provenance monitoring and user steering.
Renan SouzaVítor SilvaAlvaro L. G. A. CoutinhoPatrick ValduriezMarta MattosoPublished in: Future Gener. Comput. Syst. (2020)
Keyphrases
- scientific workflows
- data reduction
- data compression
- scientific data
- provenance information
- semantic annotation
- preprocessing
- service oriented
- data quality
- data analysis
- web services
- feature selection
- semi automatic
- file system
- rough set theory
- workflow systems
- classification rules
- database
- model selection
- data collection
- wavelet transform
- classification accuracy
- data mining