Exploring Hybrid Models For Short-Term Local Weather Forecasting in IoT Environment

Exploring Hybrid Models For Short-Term Local Weather Forecasting in IoT Environment

This paper explores using and hybridizing simple prediction models to maximize the accuracy of local weather prediction while maintaining low computational effort and the need to process and acquire large volumes of data. A hybrid RF-LSTM model is proposed and evaluated in this research paper for t...

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Bibliographic Details
Main Authors: Toai Kim Tran, Roman Senkerik, Hanh Thi Xuan Vo, Huan Minh Vo, Adam Ulrich, Marek Musil, Ivan Zelinka
Format: Article
Language:English
Published: Brno University of Technology 2023-12-01
Series:Mendel
Subjects:
Machine learning
short-term prediction
weather forecast
ARIMA
SVR
hybrid models
Online Access:https://mendel-journal.org/index.php/mendel/article/view/287

Internet

https://mendel-journal.org/index.php/mendel/article/view/287

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