· 2017
A Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction
- 1,410citations
- 2017year
Short summary
A novel dual-stage attention-based recurrent neural network (DA-RNN) effectively captures long-term dependencies and selects relevant driving series for time series prediction, outperforming existing methods.
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Management Science and Operations ResearchDecision Sciences