Filtered data augmentation approach based on model competence evaluation.
Zhiqiang YuHongfei ZhangPublished in: Phys. Commun. (2024)
Keyphrases
- data sets
- computational model
- prior knowledge
- experimental data
- simulation data
- data analysis
- evaluation model
- test data
- data collection
- high quality
- data sources
- probability distribution
- image data
- input data
- statistical methods
- database
- knowledge discovery
- evaluation method
- data processing
- high level
- synthetic data
- accurate models
- network structure
- data quality
- learning models
- measured data
- data samples
- data distribution
- parameter estimation
- statistical analysis
- end users
- probabilistic model
- training data
- databases
- spatial data
- raw data
- prior information
- em algorithm
- small number
- empirical data
- predictive model
- learned models
- objective function