Improved monthly runoff time series prediction by integrating ICCEMDAN and SWD with ELM

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Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

1. 1Research on Optimal Selection of Runoff Prediction Models Based on Coupled Machine Learning Methods2024
2. 2Linking deterministic and probabilistic paradigms: a peak-sensitive prediction framework for heterogeneous runoff processes2025
3. 3Estuarine salinity prediction using empirical mode decomposition and random forest for supporting water resource management2026
4. 4Hybrid machine learning models for groundwater level prediction in a <scp>snow‐dominated</scp> region: An evaluation of <scp>EEMD</scp>, <scp>VMD</scp> and <scp>EWT</scp> decomposition techniques2024 · 24 citations
5. 5Hybrid framework for robust runoff forecasting via decomposition and machine learning2026