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Bartosz Uniejewski
Bartosz Uniejewski
Wrocław University of Technology and Science
Zweryfikowany adres z student.pwr.edu.pl
Tytuł
Cytowane przez
Cytowane przez
Rok
Variance stabilizing transformations for electricity spot price forecasting
B Uniejewski, R Weron, F Ziel
IEEE Transactions on Power Systems 33 (2), 2219-2229, 2017
1622017
Automated variable selection and shrinkage for day-ahead electricity price forecasting
B Uniejewski, J Nowotarski, R Weron
Energies 9 (8), 621, 2016
1532016
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
1462019
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
1282019
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
612019
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
602020
Efficient forecasting of electricity spot prices with expert and LASSO models
B Uniejewski, R Weron
Energies 11 (8), 2039, 2018
602018
Regularized quantile regression averaging for probabilistic electricity price forecasting
B Uniejewski, R Weron
Energy Economics 95, 105121, 2021
582021
Beating the naïve—Combining LASSO with naïve intraday electricity price forecasts
G Marcjasz, B Uniejewski, R Weron
Energies 13 (7), 1667, 2020
432020
Averaging predictive distributions across calibration windows for day-ahead electricity price forecasting
T Serafin, B Uniejewski, R Weron
Energies 12 (13), 2561, 2019
412019
PCA forecast averaging—Predicting day-ahead and intraday electricity prices
K Maciejowska, B Uniejewski, T Serafin
Energies 13 (14), 3530, 2020
342020
Lasso principal component averaging: A fully automated approach for point forecast pooling
B Uniejewski, K Maciejowska
International Journal of Forecasting 39 (4), 1839-1852, 2023
62023
Forecasting electricity prices
K Maciejowska, B Uniejewski, R Weron
arXiv preprint arXiv:2204.11735, 2022
62022
Smoothing quantile regression averaging: A new approach to probabilistic forecasting of electricity prices
B Uniejewski
arXiv preprint arXiv:2302.00411, 2023
52023
Electricity price forecasting with Smoothing Quantile Regression Averaging: Quantifying economic benefits of probabilistic forecasts
B Uniejewski
arXiv preprint arXiv:2302.00411, 2023
12023
Regularization for electricity price forecasting
B Uniejewski
arXiv preprint arXiv:2404.03968, 2024
2024
Postprocessing of point predictions for probabilistic forecasting of electricity prices: Diversity matters
A Lipiecki, B Uniejewski, R Weron
arXiv preprint arXiv:2404.02270, 2024
2024
Enhancing Accuracy of Probabilistic Electricity Price Forecasting: A Comparative Study of Novel Quantile Regression Averaging Generalization
B Uniejewski
2023 19th International Conference on the European Energy Market (EEM), 1-5, 2023
2023
Probabilistic forecasting with Factor Quantile Regression: Application to electricity trading
K Maciejowska, T Serafin, B Uniejewski
arXiv preprint arXiv:2303.08565, 2023
2023
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
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