Automated uncertainty quantification analysis using a system model and data.
Saideep NannapaneniSankaran MahadevanDavid LechevalierAnantha NarayananSudarsan RachuriPublished in: IEEE BigData (2015)
Keyphrases
- experimental data
- data analysis
- empirical data
- input data
- raw data
- expert knowledge
- high quality
- statistical analysis
- probabilistic model
- data sets
- test data
- probability distribution
- prior knowledge
- data processing
- mathematical model
- data structure
- high level
- training data
- accurate models
- data sources
- discrete data
- simulation data
- measured data
- data samples
- database
- databases
- network structure
- statistical model
- data collection
- image data
- statistical methods
- data distribution
- prior information
- data quality
- uncertain data
- autoregressive
- high dimensional
- predictive model
- computer systems
- data mining techniques
- management system