Search Results for author: Pengchao Shi

Found 1 papers, 0 papers with code

Traffic Flow Combination Forecasting Method Based on Improved LSTM and ARIMA

no code implementations25 Jun 2019 Boyi Liu, Xiangyan Tang, Jieren Cheng, Pengchao Shi

In this paper, we define the traffic data time singularity ratio in the dropout module and propose a combination prediction method based on the improved long short-term memory neural network and time series autoregressive integrated moving average model (SDLSTM-ARIMA), which is derived from the Recurrent Neural Networks (RNN) model.

Time Series Traffic Prediction

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