Multivariate Segment Expandable Encoder-Decoder Model for Time Series Forecasting Abstract: Accurate time series forecasting is critical in a variety of fields, including transportation, weather ...

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This study introduces two optimized models based on the ConvLSTM cell with an encoder-decoder structure to enhance forecasting performance. Using seven years of historical data, the model provides ...