A seasonal forecasting model that forecasts fixed ascending and descending phases of each day with linear regression and the middle peak phase with a multi-scale convolutional network, reporting gains on CAISO, Electricity, and Traffic.
Arima models to predict next-day electricity prices,
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A Decomposition Modeling Framework for Seasonal Time-Series Forecasting
A seasonal forecasting model that forecasts fixed ascending and descending phases of each day with linear regression and the middle peak phase with a multi-scale convolutional network, reporting gains on CAISO, Electricity, and Traffic.