A distributed approach to meteorological predictions: addressing data imbalance in precipitation prediction models through federated learning and GANs.
Elaheh JafarigolTheodore B. TrafalisPublished in: Comput. Manag. Sci. (2024)
Keyphrases
- learned models
- prior knowledge
- models built
- accurate models
- distributed data
- data sources
- data sets
- learning algorithm
- historical data
- learning models
- experimental data
- meteorological data
- predictive model
- hidden variables
- learning process
- database
- probabilistic model
- data collection
- spatial data
- data analysis
- active learning
- probability distribution
- data points
- predicted values
- neural network
- multi agent
- distributed systems
- satellite images
- prediction model
- statistical methods
- supervised learning
- background knowledge
- high dimensional data
- data mining techniques