Improving Long-Horizon Forecasts with Expectation-Biased LSTM Networks

Aya Abdelsalam Ismail, Timothy Wood, Héctor Corrada Bravo

State-of-the-art forecasting methods using Recurrent Neural Net- works (RNN) based on Long-Short Term Memory (LSTM) cells have shown exceptional performance targeting short-horizon…