Bartosz Uniejewski
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Bartosz |
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Uniejewski |
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Affiliations
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Politechnika Wrocławska
/ Katedra Badań Operacyjnych i Inteligencji Biznesowej
Research profile
author of:
- Averaging predictive distributions across calibration windows for day-ahead electricity price forecasting (RePEc:ahh:wpaper:worms1908)
by Tomasz Serafin & Bartosz Uniejewski & Rafal Weron - Beating the naive: Combining LASSO with naive intraday electricity price forecasts (RePEc:ahh:wpaper:worms2001)
by Grzegorz Marcjasz & Bartosz Uniejewski & Rafal Weron - PCA forecast averaging - predicting day-ahead and intraday electricity prices (RePEc:ahh:wpaper:worms2002)
by Katarzyna Maciejowska & Bartosz Uniejewski & Tomasz Serafin - Extrapolating the long-term seasonal component of electricity prices for forecasting in the day-ahead market (RePEc:ahh:wpaper:worms2404)
by Katarzyna Chec & Bartosz Uniejewski & Rafal Weron - Forecasting Electricity Prices (RePEc:arx:papers:2204.11735)
by Katarzyna Maciejowska & Bartosz Uniejewski & Rafa{l} Weron - LASSO Principal Component Averaging -- a fully automated approach for point forecast pooling (RePEc:arx:papers:2207.04794)
by Bartosz Uniejewski & Katarzyna Maciejowska - Smoothing Quantile Regression Averaging: A new approach to probabilistic forecasting of electricity prices (RePEc:arx:papers:2302.00411)
by Bartosz Uniejewski - Probabilistic forecasting with a hybrid Factor-QRA approach: Application to electricity trading (RePEc:arx:papers:2303.08565)
by Katarzyna Maciejowska & Tomasz Serafin & Bartosz Uniejewski - Postprocessing of point predictions for probabilistic forecasting of day-ahead electricity prices: The benefits of using isotonic distributional regression (RePEc:arx:papers:2404.02270)
by Arkadiusz Lipiecki & Bartosz Uniejewski & Rafa{l} Weron - Regularization for electricity price forecasting (RePEc:arx:papers:2404.03968)
by Bartosz Uniejewski - Ranking probabilistic forecasting models with different loss functions (RePEc:arx:papers:2411.17743)
by Tomasz Serafin & Bartosz Uniejewski - Postprocessing of point predictions for probabilistic forecasting of day-ahead electricity prices: The benefits of using isotonic distributional regression (RePEc:eee:eneeco:v:139:y:2024:i:c:s014098832400642x)
by Lipiecki, Arkadiusz & Uniejewski, Bartosz & Weron, Rafał - On the importance of the long-term seasonal component in day-ahead electricity price forecasting: Part II — Probabilistic forecasting (RePEc:eee:eneeco:v:79:y:2019:i:c:p:171-182)
by Uniejewski, Bartosz & Marcjasz, Grzegorz & Weron, Rafał - Regularized quantile regression averaging for probabilistic electricity price forecasting (RePEc:eee:eneeco:v:95:y:2021:i:c:s0140988321000268)
by Uniejewski, Bartosz & Weron, Rafał - On the importance of the long-term seasonal component in day-ahead electricity price forecasting with NARX neural networks (RePEc:eee:intfor:v:35:y:2019:i:4:p:1520-1532)
by Marcjasz, Grzegorz & Uniejewski, Bartosz & Weron, Rafał - Understanding intraday electricity markets: Variable selection and very short-term price forecasting using LASSO (RePEc:eee:intfor:v:35:y:2019:i:4:p:1533-1547)
by Uniejewski, Bartosz & Marcjasz, Grzegorz & Weron, Rafał - Probabilistic electricity price forecasting with NARX networks: Combine point or probabilistic forecasts? (RePEc:eee:intfor:v:36:y:2020:i:2:p:466-479)
by Marcjasz, Grzegorz & Uniejewski, Bartosz & Weron, Rafał - LASSO principal component averaging: A fully automated approach for point forecast pooling (RePEc:eee:intfor:v:39:y:2023:i:4:p:1839-1852)
by Uniejewski, Bartosz & Maciejowska, Katarzyna - Efficient Forecasting of Electricity Spot Prices with Expert and LASSO Models (RePEc:gam:jeners:v:11:y:2018:i:8:p:2039-:d:162196)
by Bartosz Uniejewski & Rafał Weron - Averaging Predictive Distributions Across Calibration Windows for Day-Ahead Electricity Price Forecasting (RePEc:gam:jeners:v:12:y:2019:i:13:p:2561-:d:245313)
by Tomasz Serafin & Bartosz Uniejewski & Rafał Weron - PCA Forecast Averaging—Predicting Day-Ahead and Intraday Electricity Prices (RePEc:gam:jeners:v:13:y:2020:i:14:p:3530-:d:382069)
by Katarzyna Maciejowska & Bartosz Uniejewski & Tomasz Serafin - Beating the Naïve—Combining LASSO with Naïve Intraday Electricity Price Forecasts (RePEc:gam:jeners:v:13:y:2020:i:7:p:1667-:d:340785)
by Grzegorz Marcjasz & Bartosz Uniejewski & Rafał Weron - Automated Variable Selection and Shrinkage for Day-Ahead Electricity Price Forecasting (RePEc:gam:jeners:v:9:y:2016:i:8:p:621-:d:75423)
by Bartosz Uniejewski & Jakub Nowotarski & Rafał Weron - Regularization for electricity price forecasting (RePEc:wut:journl:v:34:y:2024:i:3:p:267-286:id:14)
by Bartosz Uniejewski - ENERGIES_9_621_CODES: MATLAB codes for computing electricity spot price forecasts from "Automated variable selection and shrinkage for day-ahead electricity price forecasting" (RePEc:wuu:hscode:zip18001)
by Bartosz Uniejewski & Jakub Nowotarski & Rafal Weron - ENERGIES_9_621_FIGS: MATLAB codes and data for plotting figures from "Automated variable selection and shrinkage for day-ahead electricity price forecasting" (RePEc:wuu:hscode:zip18002)
by Bartosz Uniejewski & Jakub Nowotarski & Rafal Weron - Automated variable selection and shrinkage for day-ahead electricity price forecasting (RePEc:wuu:wpaper:hsc1606)
by Bartosz Uniejewski & Jakub Nowotarski & Rafal Weron - Variance stabilizing transformations for electricity spot price forecasting (RePEc:wuu:wpaper:hsc1701)
by Bartosz Uniejewski & Rafal Weron & Florian Ziel - On the importance of the long-term seasonal component in day-ahead electricity price forecasting. Part II – Probabilistic forecasting (RePEc:wuu:wpaper:hsc1702)
by Bartosz Uniejewski & Grzegorz Marcjasz & Rafal Weron - Importance of the long-term seasonal component in day-ahead electricity price forecasting revisited: Neural network models (RePEc:wuu:wpaper:hsc1703)
by Grzegorz Marcjasz & Bartosz Uniejewski & Rafal Weron - Efficient forecasting of electricity spot prices with expert and LASSO models (RePEc:wuu:wpaper:hsc1802)
by Bartosz Uniejewski & Rafal Weron - Probabilistic electricity price forecasting with NARX networks: Combine point or probabilistic forecasts? (RePEc:wuu:wpaper:hsc1805)
by Grzegorz Marcjasz & Bartosz Uniejewski & Rafal Weron - Understanding intraday electricity markets: Variable selection and very short-term price forecasting using LASSO (RePEc:wuu:wpaper:hsc1807)
by Bartosz Uniejewski & Grzegorz Marcjasz & Rafal Weron - Regularized Quantile Regression Averaging for probabilistic electricity price forecasting (RePEc:wuu:wpaper:hsc1904)
by Bartosz Uniejewski & Rafal Weron