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Enhanced water quality prediction model using advanced hybridized resampling alternating tree-based and deep learning algorithms

Khabat Khosravi,A. Farooque,4 Authors,S. Abolfathi

2025 · DOI: 10.1007/s11356-025-36062-7
Environmental science and pollution research international · 63 Citations

TLDR

While Bi-LSTM outperformed BA-AMT in overall accuracy, the BA-AMT model demonstrated superior capability in capturing extreme values, underscoring the importance of optimizing Bi-LSTM models using metaheuristic techniques to enhance predictive performance.