Time-Series-Based Air Temperature Forecasting Based on the Outlier Robust Extreme Learning Machine

In this study, an improved version of the outlier robust extreme learning machine (IORELM) is introduced as a new method for multi-step-ahead hourly air temperature forecasting. The proposed method was calibrated and used to estimate the hourly air temperature for one to ten hours in advance after f...

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Bibliographic Details
Main Authors: Isa Ebtehaj, Hossein Bonakdari, Bahram Gharabaghi, Mohamed Khelifi
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Environmental Sciences Proceedings
Subjects:
Online Access:https://www.mdpi.com/2673-4931/25/1/51