Quantification of Model Risk: Data Uncertainty.
Z. KrajcovicováP. P. Pérez-VelascoCarlos VázquezPublished in: GSI (2017)
Keyphrases
- experimental data
- prior knowledge
- data sets
- input data
- data collection
- raw data
- probabilistic model
- synthetic data
- data structure
- data processing
- prior information
- statistical methods
- test data
- uncertain data
- statistical analysis
- risk assessment
- probability distribution
- risk factors
- similarity measure
- simulation data
- panel data
- learning models
- historical data
- expert knowledge
- predictive model
- data quality
- missing data
- network structure
- sensor data
- mathematical model
- computer systems
- management system
- data points
- high quality
- decision making
- feature selection
- neural network