A distributed approach to meteorological predictions : addressing data imbalance in precipitation prediction models through federated learning and GANs
Year of publication: |
2024
|
---|---|
Authors: | Jafarigol, Elaheh ; Trafalis, Theodore B. |
Subject: | Deep learning | Federated learning | Generative Adversarial Networks | Imbalanced learning | Weather prediction | Prognoseverfahren | Forecasting model | Lernprozess | Learning process | Lernen | Learning | Wetter | Weather | Künstliche Intelligenz | Artificial intelligence | Lernende Organisation | Learning organization |
-
Semi-supervised discovery of DNN-based outcome predictors from scarcely-labeled process logs
Folino, Francesco, (2022)
-
Swag: a wrapper method for sparse learning
Molinari, Roberto, (2020)
-
Trends and applications of machine learning in water supply networks management
Robles-Velasco, Alicia, (2021)
- More ...
-
Trafalis, Theodore B., (1999)
-
Trafalis, Theodore B., (1999)
-
A regularized pairwise multi-classification knowledge-based machine and applications
Oladunni, Olutayo O., (2009)
- More ...