Browsing by Subject "Precision irrigation, Water amount prediction, Data-based optimization, Hyper-parameters tuning, DL time series, Sensitivity analysis"

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Performance and Robustness Analysis of Advanced Machine Learning Models for Predicting the Required Irrigation Water Amount

Laouz, Hamed; Ayad , Soheyb; Labib Terrissa, Sadek; Nabila Benharkat , Aicha; Merdaci , Samir (2024-02-09)

The agricultural sector plays a pivotal role in ensuring global food security, particularly in light of significant population growth. The demand for food is increasing substantially, while crop production may not ...

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