Hybrid OCSSA-VMD and optimized deep learning networks for runoff forecasting

To improve accuracy and address the non-linearity and non-stationarity in monthly runoff forecasting, this paper proposes a method that integrates intelligent optimization techniques with Deep Learning (DL) network. The Osprey-Cauchy-Sparrow Search Algorithm (OCSSA) is employed to fine-tune the para...

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Bibliographic Details
Main Authors: Ma, Hong, Shareduwan Mohd Kasihmuddin, Mohd, Mansor, Mohd. Asyraf, Mohd Jamaludin, Siti Zulaikha, Marsani, Muhammad Fadhil, Che Rose, Farid Zamani
Format: Article
Language:en
Published: Institute of Electrical and Electronics Engineers 2025
Online Access:http://psasir.upm.edu.my/id/eprint/121516/1/121516.pdf
http://psasir.upm.edu.my/id/eprint/121516/
https://ieeexplore.ieee.org/document/11141433/
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