Research Article

Multistep Prediction of Bus Arrival Time with the Recurrent Neural Network

Table 4

List of arrival times predicted by the seven models.

Network classificationNetwork modelPredicted arrival time series

Pure RNNPure LSTM
Pure GRU

Multi-input hybrid modelLSTM-BP
GRU-BP

Stacking modelsLSTM-Bi
LTSM-Stack

Space-time modelConvLSTM