Short-Term Precipitation Forecasting Based on the Improved Extreme Learning Machine Technique

Short-Term Precipitation Forecasting Based on the Improved Extreme Learning Machine Technique

In this study, an improved version of the Extreme Learning Machine, namely the Improved Weighted Regularization ELM (IWRELM), is proposed for hourly precipitation forecasting that is multi-steps ahead. After finding the optimal values of the proposed method, including the number of hidden neurons, t...

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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:
extreme learning machine (ELM)
hourly precipitation
improved weighted regularization extreme learning machine (IWRELM)
machine learning, Quebec
real-time forecasting
water resource management
Online Access:https://www.mdpi.com/2673-4931/25/1/50

Internet

https://www.mdpi.com/2673-4931/25/1/50

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