Short-term travel time prediction by deep learning: A comparison of different LSTM-DNN models.
Yangdong LiuYizhe WangXiaoguang YangLinan ZhangPublished in: ITSC (2017)
Keyphrases
- short term
- long term
- deep learning
- travel time
- short term prediction
- arima model
- load forecasting
- forecasting model
- short term and long term
- prediction intervals
- prediction model
- machine learning
- unsupervised learning
- wind speed
- chaotic time series
- mental models
- long term memory
- road network
- probabilistic model
- training data
- feature selection