On the importance of the long-term seasonal component in day-ahead electricity price forecasting with NARX neural networks G Marcjasz, B Uniejewski, R Weron International Journal of Forecasting 35 (4), 1520-1532, 2019 | 106 | 2019 |
Variance stabilizing transformations for electricity spot price forecasting B Uniejewski, R Weron, F Ziel IEEE Transactions on Power Systems 33 (2), 2219-2229, 2017 | 106 | 2017 |
Automated variable selection and shrinkage for day-ahead electricity price forecasting B Uniejewski, J Nowotarski, R Weron Energies 9 (8), 621, 2016 | 99 | 2016 |
Understanding intraday electricity markets: Variable selection and very short-term price forecasting using LASSO B Uniejewski, G Marcjasz, R Weron International Journal of Forecasting 35 (4), 1533-1547, 2019 | 75 | 2019 |
On the importance of the long-term seasonal component in day-ahead electricity price forecasting: Part II—Probabilistic forecasting B Uniejewski, G Marcjasz, R Weron Energy Economics 79, 171-182, 2019 | 39 | 2019 |
Efficient forecasting of electricity spot prices with expert and LASSO models B Uniejewski, R Weron Energies 11 (8), 2039, 2018 | 37 | 2018 |
Probabilistic electricity price forecasting with NARX networks: Combine point or probabilistic forecasts? G Marcjasz, B Uniejewski, R Weron International Journal of Forecasting 36 (2), 466-479, 2020 | 24 | 2020 |
Averaging predictive distributions across calibration windows for day-ahead electricity price forecasting T Serafin, B Uniejewski, R Weron Energies 12 (13), 2561, 2019 | 23 | 2019 |
Beating the naïve—Combining LASSO with naïve intraday electricity price forecasts G Marcjasz, B Uniejewski, R Weron Energies 13 (7), 1667, 2020 | 20 | 2020 |
Regularized quantile regression averaging for probabilistic electricity price forecasting B Uniejewski, R Weron Energy Economics 95, 105121, 2021 | 17 | 2021 |
Pca forecast averaging—predicting day-ahead and intraday electricity prices K Maciejowska, B Uniejewski, T Serafin Energies 13 (14), 3530, 2020 | 15 | 2020 |
Forecasting Electricity Prices K Maciejowska, B Uniejewski, R Weron arXiv preprint arXiv:2204.11735, 2022 | | 2022 |
Understanding intraday electricity markets: Variable selection and very short-term price forecasting using LASSO (vol 35, pg 1533, 2019) B Uniejewski, G Marcjasz, R Weron INTERNATIONAL JOURNAL OF FORECASTING 37 (3), 1311-1311, 2021 | | 2021 |
Probabilistic electricity price forecasting with NARX networks: Combine point or probabilistic forecasts?(vol 36, pg 466, 2020) G Marcjasz, B Uniejewski, R Weron INTERNATIONAL JOURNAL OF FORECASTING 37 (3), 1311-1311, 2021 | | 2021 |