Surrogate Parameters Optimization for Data and Model Fusion of COVID-19 Time-series Data.
Timilehin OgundareTerence L. van ZylPublished in: FUSION (2021)
Keyphrases
- input data
- measured data
- experimental data
- data sets
- computational model
- empirical data
- learning models
- test data
- estimation process
- data analysis
- measurement data
- optimization algorithm
- statistical methods
- simulation data
- autoregressive
- mathematical model
- parameter optimization
- knowledge discovery
- probabilistic model
- data sources
- optimization procedure
- network structure
- parameter values
- optimization method
- database
- image data
- parameter estimation
- data collection
- temporal dependencies
- prior information
- training data
- financial time series
- parameter estimates
- prior knowledge
- maximum likelihood
- missing data
- parametric models
- temporal data
- data fusion
- multi sensor
- probability density function