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Boosting time series forecasting accuracy with Holt-Winters and artificial neural networks

Abstract The Holt-Winters multiplicative method, when combined with artificial neural networks, offers a significant advancement in agricultural forecasting techniques. This hybrid model provides critical insights into key agricultural indicators, such as crop health, soil moisture levels, and backs...

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Bibliographic Details
Main Authors: C. V. Shakila, Khadar Babu Shaik
Format: Artigo
Language:Inglês
Published: Springer 2025-12-01
Series:Discover Applied Sciences
Subjects:
Online Access:https://doi.org/10.1007/s42452-025-06734-7
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