A Novel Framework for Monitoring and Analyzing Quality of Data in Simulation Workflows.
Michael ReiterUwe BreitenbücherSchahram DustdarDimka KarastoyanovaFrank LeymannHong Linh TruongPublished in: eScience (2011)
Keyphrases
- high quality
- data quality
- data sets
- data processing
- database
- main contribution
- data analysis
- simulation data
- original data
- data collection
- data structure
- data sources
- simulation environment
- complex data
- data points
- small number
- data objects
- training data
- missing data
- experimental data
- synthetic data
- data mining
- learning algorithm
- information systems
- raw data
- data acquisition
- monitoring system
- statistical analysis
- bayesian networks
- image data
- probability distribution
- end users
- probabilistic model