Grzegorz Marcjasz
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Affiliations
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Politechnika Wrocławska
/ Katedra Badań Operacyjnych i Inteligencji Biznesowej
Research profile
author of:
- EPFTOOLBOX: The first open-access PYTHON library for driving research in electricity price forecasting (EPF) (RePEc:ahh:wcodes:wormsc2101)
by Jesus Lago & Grzegorz Marcjasz & Bart De Schutter & Rafal Weron - ENERGIES_14_3249_MATLAB: MATLAB codes for computing combinations of electricity spot price forecasts as utilized in Jedrzejewski et al. (2021) Energies 14, 3249 (RePEc:ahh:wcodes:wormsc2102)
by Arkadiusz Jedrzejewski & Grzegorz Marcjasz & Rafal Weron - ENERGIES_14_3249_PYTHON: Market data and PYTHON codes for computing electricity spot price forecasts using LASSO-estimated AR (LEAR) models as utilized in Jedrzejewski et al. (2021) Energies 14, 3249 (RePEc:ahh:wcodes:wormsc2103)
by Arkadiusz Jedrzejewski & Grzegorz Marcjasz & Rafal Weron - Beating the naive: Combining LASSO with naive intraday electricity price forecasts (RePEc:ahh:wpaper:worms2001)
by Grzegorz Marcjasz & Bartosz Uniejewski & Rafal Weron - Trading on short-term path forecasts of intraday electricity prices (RePEc:ahh:wpaper:worms2017)
by Tomasz Serafin & Grzegorz Marcjasz & Rafal Weron - Importance of the long-term seasonal component in day-ahead electricity price forecasting revisited: Parameter-rich models estimated via the LASSO (RePEc:ahh:wpaper:worms2104)
by Arkadiusz Jedrzejewski & Grzegorz Marcjasz & Rafal Weron - Neural basis expansion analysis with exogenous variables: Forecasting electricity prices with NBEATSx (RePEc:ahh:wpaper:worms2107)
by Kin G. Olivares & Cristian Challu & Grzegorz Marcjasz & Rafal Weron & Artur Dubrawski - Erratum to 'Forecasting day-ahead electricity prices: A review of state-of-the-art algorithms, best practices and an open-access benchmark' [Appl. Energy 293 (2021) 116983] (RePEc:ahh:wpaper:worms2112)
by Jesus Lago & Grzegorz Marcjasz & Bart De Schutter & Rafal Weron - Trading on short-term path forecasts of intraday electricity prices. Part II -- Distributional Deep Neural Networks (RePEc:ahh:wpaper:worms2301)
by Grzegorz Marcjasz & Tomasz Serafin & Rafal Weron - Forecasting day-ahead electricity prices: A review of state-of-the-art algorithms, best practices and an open-access benchmark (RePEc:arx:papers:2008.08004)
by Jesus Lago & Grzegorz Marcjasz & Bart De Schutter & Rafa{l} Weron - Neural networks in day-ahead electricity price forecasting: Single vs. multiple outputs (RePEc:arx:papers:2008.08006)
by Grzegorz Marcjasz & Jesus Lago & Rafa{l} Weron - Electricity Price Forecasting: The Dawn of Machine Learning (RePEc:arx:papers:2204.00883)
by Arkadiusz Jk{e}drzejewski & Jesus Lago & Grzegorz Marcjasz & Rafa{l} Weron - Distributional neural networks for electricity price forecasting (RePEc:arx:papers:2207.02832)
by Grzegorz Marcjasz & Micha{l} Narajewski & Rafa{l} Weron & Florian Ziel - Forecasting day-ahead electricity prices: A review of state-of-the-art algorithms, best practices and an open-access benchmark (RePEc:eee:appene:v:293:y:2021:i:c:s0306261921004529)
by Lago, Jesus & Marcjasz, Grzegorz & De Schutter, Bart & Weron, Rafał - Trading on short-term path forecasts of intraday electricity prices (RePEc:eee:eneeco:v:112:y:2022:i:c:s014098832200281x)
by Serafin, Tomasz & Marcjasz, Grzegorz & Weron, Rafał - Distributional neural networks for electricity price forecasting (RePEc:eee:eneeco:v:125:y:2023:i:c:s0140988323003419)
by Marcjasz, Grzegorz & Narajewski, Michał & Weron, Rafał & Ziel, Florian - 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 - 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 - Neural basis expansion analysis with exogenous variables: Forecasting electricity prices with NBEATSx (RePEc:eee:intfor:v:39:y:2023:i:2:p:884-900)
by Olivares, Kin G. & Challu, Cristian & Marcjasz, Grzegorz & Weron, Rafał & Dubrawski, Artur - Selection of Calibration Windows for Day-Ahead Electricity Price Forecasting (RePEc:gam:jeners:v:11:y:2018:i:9:p:2364-:d:168385)
by Grzegorz Marcjasz & Tomasz Serafin & Rafał Weron - Forecasting Electricity Prices Using Deep Neural Networks: A Robust Hyper-Parameter Selection Scheme (RePEc:gam:jeners:v:13:y:2020:i:18:p:4605-:d:409115)
by Grzegorz Marcjasz - 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 - Importance of the Long-Term Seasonal Component in Day-Ahead Electricity Price Forecasting Revisited: Parameter-Rich Models Estimated via the LASSO (RePEc:gam:jeners:v:14:y:2021:i:11:p:3249-:d:567421)
by Arkadiusz Jędrzejewski & Grzegorz Marcjasz & Rafał Weron - The Hunt Opinion Model—An Agent Based Approach to Recurring Fashion Cycles (RePEc:plo:pone00:0166323)
by Rafał Apriasz & Tyll Krueger & Grzegorz Marcjasz & Katarzyna Sznajd-Weron - Think then act or act then think? (RePEc:plo:pone00:0206166)
by Arkadiusz Jędrzejewski & Grzegorz Marcjasz & Paul R Nail & Katarzyna Sznajd-Weron - 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 - A note on averaging day-ahead electricity price forecasts across calibration windows (RePEc:wuu:wpaper:hsc1803)
by Katarzyna Hubicka & Grzegorz Marcjasz & 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 - Selection of calibration windows for day-ahead electricity price forecasting (RePEc:wuu:wpaper:hsc1806)
by Grzegorz Marcjasz & Tomasz Serafin & 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