Modeling and forecasting of the high-dimensional time series data with functional data analysis and machine learning approaches

Temperature impacts every part of the world. Meteorological analysis and weather forecasting play a crucial role in sustainable development by helping reduce the damage caused by extreme weather events. A key indicator of climate change is the change in surface temperature. This research focuses on...

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Bibliographic Details
Main Authors: Yousuf Alkhezi, Hajar M. Alkhezi, Ahmad Shafee
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-08-01
Series:Frontiers in Applied Mathematics and Statistics
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fams.2025.1600278/full
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