Forecasting Electricity Prices Using Deep Neural Networks: A Robust Hyper-Parameter Selection Scheme von Marcjasz, Grzegorz

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Beating the Naive-Combining LASSO with NaIve Intraday Electricity Price Forecasts von Marcjasz, Grzegorz, Uniejewski, Bartosz, Weron, Rafal

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Selection of Calibration Windows for Day-Ahead Electricity Price Forecasting von Marcjasz, Grzegorz, Serafin, Tomasz, Weron, Rafał

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Importance of the Long-Term Seasonal Component in Day-Ahead Electricity Price Forecasting Revisited: Parameter-Rich Models Estimated via the LASSO von Jedrzejewski, Arkadiusz, Marcjasz, Grzegorz, Weron, Rafal

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Think then act or act then think? von Jędrzejewski, Arkadiusz, Marcjasz, Grzegorz, Nail, Paul R, Sznajd-Weron, Katarzyna

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The Hunt Opinion Model-An Agent Based Approach to Recurring Fashion Cycles von Apriasz, Rafał, Krueger, Tyll, Marcjasz, Grzegorz, Sznajd-Weron, Katarzyna

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Phase Transitions in the Kinetic Ising Model on the Temporal Directed Random Regular Graph von Marcjasz, Grzegorz, Sznajd-Weron, Katarzyna

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Forecasting day-ahead electricity prices: A review of state-of-the-art algorithms, best practices and an open-access benchmark von Lago, Jesus, Marcjasz, Grzegorz, De Schutter, Bart, Weron, Rafał

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Understanding intraday electricity markets: Variable selection and very short-term price forecasting using LASSO von Uniejewski, Bartosz, Marcjasz, Grzegorz, Weron, Rafał

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On the importance of the long-term seasonal component in day-ahead electricity price forecasting with NARX neural networks von Marcjasz, Grzegorz, Uniejewski, Bartosz, Weron, Rafał

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Probabilistic electricity price forecasting with NARX networks: Combine point or probabilistic forecasts? von Marcjasz, Grzegorz, Uniejewski, Bartosz, Weron, Rafał

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A Note on Averaging Day-Ahead Electricity Price Forecasts Across Calibration Windows von Hubicka, Katarzyna, Marcjasz, Grzegorz, Weron, Rafal

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On the importance of the long-term seasonal component in day-ahead electricity price forecasting: Part II - Probabilistic forecasting von Uniejewski, Bartosz, Marcjasz, Grzegorz, Weron, Rafał

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Trading on short-term path forecasts of intraday electricity prices von Serafin, Tomasz, Marcjasz, Grzegorz, Weron, Rafał

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Distributional neural networks for electricity price forecasting von Marcjasz, Grzegorz, Narajewski, Michał, Weron, Rafał, Ziel, Florian

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Neural basis expansion analysis with exogenous variables: Forecasting electricity prices with NBEATSx von Olivares, Kin G., Challu, Cristian, Marcjasz, Grzegorz, Weron, Rafał, Dubrawski, Artur

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Probabilistic electricity price forecasting with NARX networks: Combine point or probabilistic forecasts? (vol 36, pg 466, 2020) von Marcjasz, Grzegorz, Uniejewski, Bartosz, Weron, Rafal

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Understanding intraday electricity markets: Variable selection and very short-term price forecasting using LASSO (vol 35, pg 1533, 2019) von Uniejewski, Bartosz, Marcjasz, Grzegorz, Weron, Rafal

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On the importance of the long-term seasonal component in day-ahead electricity price forecasting von Uniejewski, Bartosz, Marcjasz, Grzegorz, Weron, Rafał

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Distributional neural networks for electricity price forecasting von Marcjasz, Grzegorz, Narajewski, Michał, Weron, Rafał, Ziel, Florian

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