A Multi-Timestep LSTM Ensemble regressor for Enhanced Short-Term Runoff Prediction

arXiv:2609.26244 · cs.AI, cs.LG · Submitted 2026-08-14 · Read on arXiv

cs.AI, cs.LG

Submitted: 2026-08-14

Updated: 2026-08-14

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Accuracy — 20× in this paper · explained in 1 episode
• Mean Squared Error — 4× in this paper
• Attention Mechanism — 3× in this paper · explained in 2 episodes
• Interpretability — 3× in this paper · explained in 15 episodes
• Long Short-Term Memory — 3× in this paper
• Particle Swarm Optimization — 3× in this paper
• Core — 2× in this paper · explained in 2 episodes
• Ensemble Approach — 2× in this paper · explained in 3 episodes
• Root Mean Squared Error — 2× in this paper
• Variational Mode Decomposition — 2× in this paper
• Activation Function — 1× in this paper · explained in 1 episode
• Adaptability — 1× in this paper · explained in 1 episode
• Adaptation — 1× in this paper · explained in 1 episode
• Artificial Intelligence (AI) — 1× in this paper · explained in 2 episodes
• Convolutional Neural Networks — 1× in this paper
• Cooperation — 1× in this paper · explained in 2 episodes
• Hybrid Approach — 1× in this paper · explained in 4 episodes
• Local Optimization — 1× in this paper · explained in 2 episodes

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