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R

Rafał Weron

Wroclaw University of Science and Technology

50H-index
333Paper Count
1.0WCitation Count
Published Papers 38
Publication Date
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Stealing accuracy: Predicting day-ahead electricity prices with temporal hierarchy forecasting (THieF)
errInternational Journal of Forecasting
IF7.1
err2026-04-27
err0
PREAI
errArkadiusz Lipiecki; Kaja Bilińska; Nikolaos Kourentzes; Rafał Weron
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PostForecasts.jl: A Julia package for probabilistic forecasting by postprocessing point predictions
errSOFTWAREX
IF2.4
err2025-09-01
err1
errOAAI
errLipiecki, Arkadiusz; Weron, Rafal
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errSave
Extrapolating the long-term seasonal component of electricity prices for forecasting in the day-ahead market
errJOURNAL OF COMMODITY MARKETS
IF4.5
err2025-03-01
err0
PREAI
errChec, Katarzyna; Uniejewski, Bartosz; Weron, Rafal
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Postprocessing of point predictions for probabilistic forecasting of day-ahead electricity prices: The benefits of using isotonic distributional regression
errENERGY ECONOMICS
IF14.2
err2024-11-01
err1
errOAAI
errLipiecki, Arkadiusz; Uniejewski, Bartosz; Weron, Rafal
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Distributional neural networks for electricity price forecasting
errENERGY ECONOMICS
IF14.2
err2023-09-01
err23
errOAAI
errMarcjasz, Grzegorz; Narajewski, Michal; Weron, Rafal; Ziel, Florian
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Neural basis expansion analysis with exogenous variables: Forecasting electricity prices with NBEATSx
errINTERNATIONAL JOURNAL OF FORECASTING
IF7.1
err2023-04-01
err58
errOAAI
errOlivares, Kin G.; Challu, Cristian; Marcjasz, Grzegorz; Weron, Rafal; Dubrawski, Artur
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Trading on short-term path forecasts of intraday electricity prices
errENERGY ECONOMICS
IF14.2
err2022-08-01
err9
errOAAI
errSerafin, Tomasz; Marcjasz, Grzegorz; Weron, Rafal
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Electricity Price Forecasting: The Dawn of Machine Learning
errIEEE POWER & ENERGY MAGAZINE
IF2.2
err2022-05-01
err21
errOAAI
errJedrzejewski, Arkadiusz; Lago, Jesus; Marcjasz, Grzegorz; Weron, Rafal
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Forecasting day-ahead electricity prices: A review of state-of-the-art algorithms, best practices and an open-access benchmark
errAPPLIED ENERGY
IF11
err2021-07-01
err202
errOAAI
errLago, Jesus; Marcjasz, Grzegorz; De Schutter, Bart; Weron, Rafal
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Regularized quantile regression averaging for probabilistic electricity price forecasting
errENERGY ECONOMICS
IF14.2
err2021-03-01
err51
errOAAI
errUniejewski, Bartosz; Weron, Rafal
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Probabilistic electricity price forecasting with NARX networks: Combine point or probabilistic forecasts?
errINTERNATIONAL JOURNAL OF FORECASTING
IF7.1
err2020-04-01
err44
PREAI
errMarcjasz, Grzegorz; Uniejewski, Bartosz; Weron, Rafal
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Energy Forecasting: A Review and Outlook
errIEEE OPEN ACCESS JOURNAL OF POWER AND ENERGY
IF3.2
err2020-01-01
err328
errOAAI
errHong, Tao; Pinson, Pierre; Wang, Yi; Weron, Rafal; Yang, Dazhi; Zareipour, Hamidreza
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Data-Driven Simulation Modeling of the Checkout Process in Supermarkets: Insights for Decision Support in Retail Operations
errIEEE ACCESS
IF3.6
err2020-01-01
err6
errOAAI
errAntczak, Tomasz; Weron, Rafal; Zabawa, Jacek
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On the importance of the long-term seasonal component in day-ahead electricity price forecasting with NARX neural networks
errINTERNATIONAL JOURNAL OF FORECASTING
IF7.1
err2019-10-01
err81
PREAI
errMarcjasz, Grzegorz; Uniejewski, Bartosz; Weron, Rafal
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errSave
Carbon pricing and electricity markets - The case of the Australian Clean Energy Bill
errENERGY ECONOMICS
IF14.2
err2019-03-01
err33
PREAI
errMaryniak, Pawel; Truck, Stefan; 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
errENERGY ECONOMICS
IF14.2
err2019-03-01
err38
errOAAI
errUniejewski, Bartosz; Marcjasz, Grzegorz; Weron, Rafal
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A Note on Averaging Day-Ahead Electricity Price Forecasts Across Calibration Windows
errieee transactions on energy conversion
IF10
err2019-01-01
err63
PREAI
errHubicka, Katarzyna; Marcjasz, Grzegorz; Weron, Rafal
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errSave
Variance Stabilizing Transformations for Electricity Spot Price Forecasting
errIEEE TRANSACTIONS ON POWER SYSTEMS
IF7.2
err2018-03-01
err111
errOAAI
errUniejewski, Bartosz; Weron, Rafal; Ziel, Florian
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errSave
Day-ahead electricity price forecasting with high-dimensional structures: Univariate vs. multivariate modeling frameworks
errENERGY ECONOMICS
IF14.2
err2018-02-01
err163
errOAAI
errZiel, Florian; Weron, Rafal
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errSave
Recent advances in electricity price forecasting: A review of probabilistic forecasting
errRENEWABLE & SUSTAINABLE ENERGY REVIEWS
IF16.3
err2018-01-01
err369
errOAAI
errNowotarski, Jakub; Weron, Rafal
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Research Directions

No research directions
Co-authors
Cooperation Journals
P
Pierre Pinson
H-index: 74 · Papers: 541
B
Bart De Schutter
H-index: 72 · Papers: 1.0K
D
Dazhi Yang
H-index: 60 · Papers: 464
H
Hamidreza Zareipour
H-index: 56 · Papers: 227
Y
Yi Wang
H-index: 53 · Papers: 469
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