Rafal Weron

24 papers B 1Misc 2Journal 18Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
PostForecasts.jl: A Julia package for probabilistic forecasting by postprocessing point predictions.
SoftwareX
Arkadiusz Lipiecki, Rafal Weron
2025 J jnl
Probabilistic intraday electricity price forecasting using generative machine learning.
CoRR
Jieyu Chen, Sebastian Lerch, Melanie Schienle, Tomasz Serafin, Rafal Weron
2024 J jnl
Operational Research: methods and applications.
J. Oper. Res. Soc.
Fotios Petropoulos, Gilbert Laporte, Emel Aktas, Sibel A. Alumur, Claudia Archetti, Hayriye Ayhan, Maria Battarra, Julia A. Bennell, Jean-Marie Bourjolly, John E. Boylan, Michèle Breton, David Canca, Laurent Charlin, Bo Chen, Cihan Tugrul Cicek, Louis Anthony Cox, Christine S. M. Currie, Erik Demeulemeester, Li Ding, Stephen M. Disney, Matthias Ehrgott, Martin J. Eppler, Günes Erdogan, Bernard Fortz, L. Alberto Franco, Jens Frische, Salvatore Greco, Amanda J. Gregory, Raimo P. Hämäläinen, Willy Herroelen, Mike Hewitt, Jan Holmström, John N. Hooker, Tugçe Isik, Jill Johnes, Bahar Yetis Kara, Özlem Karsu, Katherine Kent, Charlotte Köhler, Martin H. Kunc, Yong-Hong Kuo, Adam N. Letchford, Janny Leung, Dong Li, Haitao Li, Judit Lienert, Ivana Ljubic, Andrea Lodi, Sebastián Lozano, Virginie Lurkin, Silvano Martello, Ian G. McHale, Gerald Midgley, John D. W. Morecroft, Akshay Mutha, Ceyda Oguz, Sanja Petrovic, Ulrich Pferschy, Harilaos N. Psaraftis, Sam Rose, Lauri Saarinen, Saïd Salhi, Jing-Sheng Song, Dimitrios Sotiros, Kathryn E. Stecke, Arne K. Strauss, Istenç Tarhan, Clemens Thielen, Paolo Toth, Tom Van Woensel, Greet Vanden Berghe, Christos Vasilakis, Vikrant Vaze, Daniele Vigo, Kai Virtanen, Xun Wang, Rafal Weron, Leroy White, Mike Yearworth, E. Alper Yildirim, Georges Zaccour, Xuying Zhao
2023 J jnl
Combining predictive distributions of electricity prices. Does minimizing the CRPS lead to optimal decisions in day-ahead bidding?
Oper. Res. Decis.
Weronika Nitka, Rafal Weron
2022 — conf
Calibration Window Selection Based on Change-Point Detection for Forecasting Electricity Prices.
ICCS (3)
Julia Nasiadka, Weronika Nitka, Rafal Weron
2022 J jnl
Calibration window selection based on change-point detection for forecasting electricity prices.
CoRR
Julia Nasiadka, Weronika Nitka, Rafal Weron
2021 J jnl
Neural basis expansion analysis with exogenous variables: Forecasting electricity prices with NBEATSx.
CoRR
Kin G. Olivares, Cristian Challu, Grzegorz Marcjasz, Rafal Weron, Artur Dubrawski
2021 — conf
Simulation Modeling of Epidemic Risk in Supermarkets: Investigating the Impact of Social Distancing and Checkout Zone Design.
ICCS (1)
Tomasz Antczak, Bartosz Skorupa, Mikolaj Szurlej, Rafal Weron, Jacek Zabawa
2020 J jnl
Data-Driven Simulation Modeling of the Checkout Process in Supermarkets: Insights for Decision Support in Retail Operations.
IEEE Access
Tomasz Antczak, Rafal Weron, Jacek Zabawa
2020 J jnl
Forecasting day-ahead electricity prices: A review of state-of-the-art algorithms, best practices and an open-access benchmark.
CoRR
Jesus Lago, Grzegorz Marcjasz, Bart De Schutter, Rafal Weron
2020 J jnl
Neural networks in day-ahead electricity price forecasting: Single vs. multiple outputs.
CoRR
Grzegorz Marcjasz, Jesus Lago, Rafal Weron
2019 J jnl
Point of Sale (POS) Data from a Supermarket: Transactions and Cashier Operations.
Data
Tomasz Antczak, Rafal Weron
2017 J jnl
Probabilistic Load Forecasting via Quantile Regression Averaging on Sister Forecasts.
IEEE Trans. Smart Grid
Bidong Liu, Jakub Nowotarski, Tao Hong, Rafal Weron
2015 J jnl
Computing electricity spot price prediction intervals using quantile regression and forecast averaging.
Comput. Stat.
Jakub Nowotarski, Rafal Weron
2015 B conf
Diffusion and adoption of dynamic electricity tariffs: An agent-based modeling approach.
ASONAM
Anna Kowalska-Pyzalska, Katarzyna Maciejowska, Rafal Weron, Katarzyna Sznajd-Weron
2015 J jnl
Forecasting of daily electricity prices with factor models: utilizing intra-day and inter-zone relationships.
Comput. Stat.
Katarzyna Maciejowska, Rafal Weron
2015 — conf
Is Human Visual Activity in Simple Human-Computer Interaction Search Tasks a Lévy Flight?.
PhyCS
Jerzy Grobelny, Rafal Michalski, Rafal Weron
2014 J jnl
Diffusion of Innovation within an Agent-Based Model: Spinsons, Independence and Advertising.
Adv. Complex Syst.
Piotr Przybyla, Katarzyna Sznajd-Weron, Rafal Weron
2013 J jnl
Rewiring the network. What helps an innovation to diffuse?
CoRR
Katarzyna Sznajd-Weron, Janusz Szwabinski, Rafal Weron, Tomasz Weron
2009 J jnl
Heavy-tails and regime-switching in electricity prices.
Math. Methods Oper. Res.
Rafal Weron
2006 J jnl
Modelling catastrophe claims with left-truncated severity distributions.
Comput. Stat.
Anna Chernobai, Krzysztof Burnecki, Svetlozar T. Rachev, Stefan Trück, Rafal Weron
2004 Misc conf
Modeling Electricity Prices with Regime Switching Models.
International Conference on Computational Science
Michael Bierbrauer, Stefan Trück, Rafal Weron
2004 Misc conf
Modeling the Risk Process in the XploRe Computing Environment.
International Conference on Computational Science
Krzysztof Burnecki, Rafal Weron
2002 J jnl
Modeling electricity loads in California: ARMA models with hyperbolic noise.
Signal Process.
J. Nowicka-Zagrajek, Rafal Weron