Model and Data Uncertainty for Satellite Time Series Forecasting with Deep Recurrent Models.
Marc RußwurmMohsin AliXiaoxiang ZhuYarin GalMarco KörnerPublished in: IGARSS (2020)
Keyphrases
- experimental data
- accurate models
- probabilistic model
- prior knowledge
- learned models
- simulation data
- input data
- database
- discrete data
- neural network model
- learning models
- predictive model
- statistical methods
- prediction model
- empirical data
- modeling framework
- probability distribution
- data analysis
- data sets
- statistical models
- measured data
- hybrid model
- historical data
- classification models
- relational models
- models built
- explanatory variables
- training data
- parameter estimation
- knowledge discovery
- test data
- neural network
- statistical model
- data structure
- artificial neural networks
- data mining techniques
- temporal dependencies
- hidden markov models
- data sources
- graphical models
- analytical model
- maximum likelihood
- data collection
- hidden variables
- missing data
- mathematical model
- metamodel
- remote sensing
- computational models